Prof. Dr.-Ing. Erhardt Barth

Stellvertretender Direktor

Institut für Neuro- und Bioinformatik
Ratzeburger Allee 160 (Geb. 64)
23562 Lübeck

Email:	erhardt.barth(at)uni-luebeck.de
Phone:	+49 451 3101 5503
Fax:	+49 451 3101 5504

Current research interests

Main research interests are in Computer Vision and Machine Learning. A further interest is in biological vision, which is used as a source of inspiration for solving computer vision problems and for building enhanced vision systems that can compensate the strengths and weaknesses of both human and computer vision.

Brief biography

Prof. Barth leads the research on human and machine vision at the INB. He obtained his Ph.D in Electrical Engineering from the Technical University of Munich in 1994, was a Research Associate at the Department of Communications Engineering in Munich and a Visiting Fellow at the Department of Computer Science, Melbourne University, Australia, where he was supported by the Gottlieb-Daimler and Karl-Benz Foundation. He then was a researcher at the Department of Medical Psychology, University of Munich, and a Klaus-Piltz fellow at the Institute for Advanced Study in Berlin. In 1997/98 he was a member of the NASA Vision Science and Technology Group at NASA Ames, Moffet Field, California. In May 2000 he received a Schloessmann Award from the Max-Planck Gesellschaft. Since then, he initiated and conducted a number of basic and applied research projects, and started a few companies (e.g. ARTTS, GazeCom, PRC, gestigon).

Google Scholar

Publications

2022

Thiemann, Christian and Klitzke, Britta and Martinetz, Philipp and Grüning, Philipp and Käster, Thomas and Barth, Erhardt and Kramer, Jan and Martinetz, Thomas: Automated assessment of immunofixations with deep neural networks. Journal of Laboratory Medicine, no. 46, pp. 331-336, De Gruyter, 2022

@article{ThKlMaGrKaBaKrMa22,
  title={Automated assessment of immunofixations with deep neural networks},
  author={Thiemann, Christian and Klitzke, Britta and Martinetz, Philipp and Gr{\"u}ning, Philipp and K{\"a}ster, Thomas and Barth, Erhardt and Kramer, Jan and Martinetz, Thomas},
  journal={Journal of Laboratory Medicine},
  volume={46},
  number={5},
  pages={331--336},
  year={2022},
  publisher={De Gruyter},
  url={https://www.degruyter.com/document/doi/10.1515/labmed-2022-0078/pdf}
}

Grüning, Philipp and Martinetz, Thomas and Barth, Erhardt: FP-nets as novel deep networks inspired by vision. Journal of Vision, no. 22, pp. 8-8, The Association for Research in Vision and Ophthalmology, 2022

@article{GrMaBa22,
  title={FP-nets as novel deep networks inspired by vision},
  author={Gr{\"u}ning, Philipp and Martinetz, Thomas and Barth, Erhardt},
  journal={Journal of Vision},
  volume={22},
  number={1},
  pages={8--8},
  year={2022},
  publisher={The Association for Research in Vision and Ophthalmology},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrMaBa22.pdf}
}

Hajo Nils Krabbenhöft and Erhardt Barth: TEVR: Improving Speech Recognition by Token Entropy Variance Reduction. arXiv, 2022

@misc{KrBa22,
author = {Hajo Nils Krabbenh{\"o}ft and Erhardt Barth},
title = {{TEVR}: {I}mproving {S}peech {R}ecognition by {T}oken {E}ntropy {V}ariance {R}eduction},
publisher = {arXiv},
year = {2022},
keywords = {Computation and Language (cs.CL), Sound (cs.SD), Audio and Speech Processing (eess.AS), FOS: Computer and information sciences, FOS: Computer and information sciences, FOS: Electrical engineering, electronic engineering, information engineering, FOS: Electrical engineering, electronic engineering, information engineering, F.2.1; I.2.6; I.2.7},
doi = {10.48550/ARXIV.2206.12693},
url = {https://arxiv.org/abs/2206.12693},
copyright = {Creative Commons Attribution 4.0 International}
}

2021

Mairhöfer, Dominik and Laufer, Manuel and Simon, Paul Martin and Sieren, Malte and Bischof, Arpad and Käster, Thomas and Barth, Erhardt and Barkhausen, Jörg and Martinetz, Thomas: An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs. in Proceedings of the Fourth Conference on Medical Imaging with Deep Learning, no. 143, pp. 484-496, PMLR, 07-09 Jul, 2021

@inproceedings{MaLaSiSiBiKaBaBaMa21,
  title = {An {AI}-based Framework for Diagnostic Quality Assessment of Ankle Radiographs},
  author = {Mairh{\"o}fer, Dominik and Laufer, Manuel and Simon, Paul Martin and Sieren, Malte and Bischof, Arpad and K{\"a}ster, Thomas and Barth, Erhardt and Barkhausen, J{\"o}rg and Martinetz, Thomas},
  booktitle = {Proceedings of the Fourth Conference on Medical Imaging with Deep Learning},
  pages = {484--496},
  year = {2021},
  editor = {Heinrich, Mattias and Dou, Qi and de Bruijne, Marleen and Lellmann, Jan and Schläfer, Alexander and Ernst, Floris},
  volume = {143},
  series = {Proceedings of Machine Learning Research},
  month = {07--09 Jul},
  publisher = {PMLR},
  pdf = {https://proceedings.mlr.press/v143/mairhofer21a/mairhofer21a.pdf},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaLaSiSiBiKaBaBaMa21.pdf},
  abstract = {The quality of radiographs is of major importance for diagnosis and treatment planning. While most research regarding automated radiograph quality assessment uses technical features such as noise or contrast, we propose to use anatomical structures as more appropriate features. We show that based on such anatomical features, a modular deep-learning framework can serve as a quality control mechanism for the diagnostic quality of ankle radiographs. For evaluation, a dataset consisting of 950 ankle radiographs was collected and their quality was labeled by radiologists. We obtain an average accuracy of 94.1%, which is better than the expert radiologists are on average.}
}

Grüning, Philipp and Barth, Erhardt: Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks. in SVRHM 2021 Workshop NeurIPS, 2021

@inproceedings{GrBa21,
  title={Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks},
  author={Gr{\"u}ning, Philipp and Barth, Erhardt},
  booktitle={SVRHM 2021 Workshop NeurIPS},
  year={2021},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrBa21.pdf}
}

Hammam Alshazly and Christoph Linse and Mohamed Abdalla and Erhardt Barth and Thomas Martinetz: COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans. PeerJ Computer Science, no. 7, pp. e655, 2021

@article{AlLiAbBaMa21,
author={Hammam Alshazly and Christoph Linse and Mohamed Abdalla and Erhardt Barth and Thomas Martinetz},
title = {{COVID-Nets}: deep {CNN} architectures for detecting {COVID-19} using chest {CT} scans},
journal = {PeerJ Computer Science},
volume={7},
pages={e655},
year={2021},
doi = {10.7717/peerj-cs.655},
url = {https://doi.org/10.7717/peerj-cs.655}
}

Grüning, Philipp and Nette, Falk and Heldt, Noah and de Souza, Ana Cristina Guerra and Barth, Erhardt: Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning. in Medical Imaging with Deep Learning, pp. 219-227, 2021

@inproceedings{GrNeHeSoBa21,
  title={Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning},
  author={Gr{\"u}ning, Philipp and Nette, Falk and Heldt, Noah and de Souza, Ana Cristina Guerra and Barth, Erhardt},
  booktitle={Medical Imaging with Deep Learning},
  pages={219--227},
  year={2021},
  organization={PMLR},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrNeHeSoBa21.pdf}
}

Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz: Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning. Sensors, no. 21, pp. 455, Multidisciplinary Digital Publishing Institute, 2021

@article{AlLiBaMa21,
author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
title = {Explainable {COVID-19} {D}etection {U}sing {C}hest {CT} {S}cans and {D}eep {L}earning},
journal = {Sensors},
volume={21},
number={2},
pages={455},
year={2021},
publisher={Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/1424-8220/21/2/455},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa21.pdf}
}

Grüning, Philipp and Barth, Erhardt: FP-Nets for Blind Image Quality Assessment. Journal of Perceptual Imaging, no. 4, pp. 10402-1-10402-13, 2021

@article{GrBa21a,
  title={{FP}-{N}ets for {B}lind {I}mage {Q}uality {A}ssessment},
  author={Gr{\"u}ning, Philipp and Barth, Erhardt},
  journal={Journal of Perceptual Imaging},
  volume={4},
  number={1},
  pages={10402-1--10402-13},
  year={2021},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrBa21a.pdf}
}

Hammam Alshazly and Christoph Linse and Erhardt Barth and Sahar Ahmed Idris and Thomas Martinetz: Towards Explainable Ear Recognition Systems Using Deep Residual Networks. IEEE Access, pp. 1-1, 2021

@article{AlLiBaIdMa21,
author = {Hammam Alshazly and Christoph Linse and Erhardt Barth and Sahar Ahmed Idris and Thomas Martinetz},
journal = {IEEE Access},
title = {{T}owards {E}xplainable {E}ar {R}ecognition {S}ystems {U}sing {D}eep {R}esidual {N}etworks},
year = {2021},
pages = {1-1},
doi = {10.1109/ACCESS.2021.3109441},
url = {https://doi.org/10.1109/ACCESS.2021.3109441}
}

2020

Grüning, Philipp and Palumbo, Alex and Zille, Marietta and Barth, Erhardt and Mamlouk, Amir Madany: A task-dependent active learning method for axon segmentation with CNNs. Proceedings on Automation in Medical Engineering, no. 1, pp. 025-025, 2020

@article{GrPaZiBaMa20,
title={A task-dependent active learning method for axon segmentation with CNNs},
author={Gr{\"u}ning, Philipp and Palumbo, Alex and Zille, Marietta and Barth, Erhardt and Mamlouk, Amir Madany},
journal={Proceedings on Automation in Medical Engineering},
volume={1},
number={1},
pages={025--025},
year={2020},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrPaZiBaMa20.pdf}
}

Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz: Deep Convolutional Neural Networks for Unconstrained Ear Recognition. IEEE Access, no. 8, pp. 170295-170310, IEEE, 2020

@article{AlLiBaMa20,
  title={Deep {C}onvolutional {N}eural {N}etworks for {U}nconstrained {E}ar {R}ecognition},
  author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
  journal={IEEE Access},
  publisher={IEEE},
  volume={8},
  pages={170295--170310},
  year={2020},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa20.pdf}
}

Grüning, Philipp and Martinetz, Thomas and Barth, Erhardt: Feature Products Yield Efficient Networks. arXiv preprint arXiv:2008.07930, 2020

@article{GrMaBa20,
  title={Feature Products Yield Efficient Networks},
  author={Gr{\"u}ning, Philipp and Martinetz, Thomas and Barth, Erhardt},
  journal={arXiv preprint arXiv:2008.07930},
  year={2020},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrMaBa20.pdf}
}

Grüning, Philipp and Martinetz, Thomas and Barth, Erhardt: Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks. in Artificial Neural Networks and Machine Learning - ICANN 2020, pp. 79-91, Springer International Publishing, Cham, 2020

@inproceedings{GrMaBa20a,
author={Gr{\"u}ning, Philipp and Martinetz, Thomas and Barth, Erhardt},
editor={Farka{\v{s}}, Igor and Masulli, Paolo and Wermter, Stefan},
title={Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks},
booktitle={Artificial Neural Networks and Machine Learning -- ICANN 2020},
year={2020},
publisher={Springer International Publishing},
address={Cham},
pages={79--91},
abstract={We introduce Logarithm-Networks (Log-Nets), a novel bio-inspired type of network architecture based on logarithms of feature maps followed by convolutions. Log-Nets are capable of surpassing the performance of traditional convolutional neural networks (CNNs) while using fewer parameters. Performance is evaluated on the Cifar-10 and ImageNet benchmarks.},
isbn={978-3-030-61616-8}
}

2019

Kumar, Neeraj and Verma, Ruchika and Anand, Deepak and Zhou, Yanning and Fahri Onder, Omer and Tsougenis, Efstratios and Chen, Hao and Heng, Pheng-Ann and Li, Jiahui and Hu, Zhiqiang and Wang, Yunzhi and Alemi Koohbanani, Navid and Jahanifar, Mostafa and Zamani Tajeddin, Neda and Gooya, Ali and Rajpoot, Nasir and Ren, Xuhua and Zhou, Sihang and Wang, Qian and Shen, Dinggang and Yang, Cheng-Kun and Weng, Chi-Hung and Yu, Wei-Hsiang and Yeh, Chao-Yuan and Yang, Shuang and Xu, Shuoyu and Hei Yeung, Pak and Sun, Peng and Mahbod, Amirreza and Schaefer, Gerald and Ellinger, Isabella and Ecker, Rupert and Smedby, Orjan and Wang, Chunliang and Chidester, Benjamin and Ton, That-Vinh and Tran, Minh-Triet and Ma, Jian and N Do, Minh and Graham, Simon and Dang Vu, Quoc and Tae Kwak, Jin and Gunda, Akshaykumar and Chunduri, Raviteja and Hu, Corey and Zhou, Xiaoyang and Lotfi, Dariush and Safdari, Reza and Kascenas, Antanas and O’Neil, Alison and Eschweiler, Dennis and Stegmaier, Johannes and Cui, Yanping and Yin, Baocai and Chen, Kailin and Tian, Xinmei and Grüning, Philipp and Barth, Erhardt and Arbel, Elad and Remer, Itay and Ben-Dor, Amir and Sirazitdinova, Ekaterina and Kohl, Matthias and Braunewell, Stefan and Li, Yuexiang and Xie, Xinpeng and Shen, Linlin and Ma, Jun and Das Baksi, Krishanu and Azam Khan, Mohammad and Choo, Jaegul and Colomer, Adrián and Naranjo, Valery and Pei, Linmin and M Iftekharuddin, Khan and Roy, Kaushiki and Bhattacharjee, Debotosh and Pedraza, Anibal and Gloria Bueno, Maria and Devanathan, Sabarinathan and Radhakrishnan, Saravanan and Koduganty, Praveen and Wu, Zihan and Cai, Guanyu and Liu, Xiaojie and Wang, Yuqin and Sethi, Amit: A multi-organ nucleus segmentation challenge. IEEE transactions on medical imaging, no. 39, pp. 1380-1391, IEEE, 2019

@article{Kumar-etal19,
  title={A multi-organ nucleus segmentation challenge},
  author={Kumar, Neeraj and Verma, Ruchika and Anand, Deepak and Zhou, Yanning and Fahri Onder, Omer and Tsougenis, Efstratios and Chen, Hao and Heng, Pheng-Ann and Li, Jiahui and Hu, Zhiqiang and Wang, Yunzhi and Alemi Koohbanani, Navid and Jahanifar, Mostafa and Zamani Tajeddin, Neda and Gooya, Ali and Rajpoot, Nasir and Ren, Xuhua and Zhou, Sihang and Wang, Qian and Shen, Dinggang and Yang, Cheng-Kun and Weng, Chi-Hung and Yu, Wei-Hsiang and Yeh, Chao-Yuan and Yang, Shuang and Xu, Shuoyu and Hei Yeung, Pak and Sun, Peng and Mahbod, Amirreza and Schaefer, Gerald and Ellinger, Isabella and Ecker, Rupert and Smedby, Orjan and Wang, Chunliang and Chidester, Benjamin and Ton, That-Vinh and Tran, Minh-Triet and Ma, Jian and N Do, Minh and Graham, Simon and Dang Vu, Quoc and Tae Kwak, Jin and Gunda, Akshaykumar and Chunduri, Raviteja and Hu, Corey and Zhou, Xiaoyang and Lotfi, Dariush and Safdari, Reza and Kascenas, Antanas and O’Neil, Alison and Eschweiler, Dennis and Stegmaier, Johannes and Cui, Yanping and Yin, Baocai and Chen, Kailin and Tian, Xinmei and Gr{\"u}ning, Philipp and Barth, Erhardt and Arbel, Elad and Remer, Itay and Ben-Dor, Amir and Sirazitdinova, Ekaterina and Kohl, Matthias and Braunewell, Stefan and Li, Yuexiang and Xie, Xinpeng and Shen, Linlin and Ma, Jun and Das Baksi, Krishanu and Azam Khan, Mohammad and Choo, Jaegul and Colomer, Adrián and Naranjo, Valery and Pei, Linmin and M Iftekharuddin, Khan and Roy, Kaushiki and Bhattacharjee, Debotosh and Pedraza, Anibal and Gloria Bueno, Maria and Devanathan, Sabarinathan and Radhakrishnan, Saravanan and Koduganty, Praveen and Wu, Zihan and Cai, Guanyu and Liu, Xiaojie and Wang, Yuqin and Sethi, Amit},
  journal={IEEE transactions on medical imaging},
  volume={39},
  number={5},
  pages={1380--1391},
  year={2019},
  publisher={IEEE}
}

Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz: Ensembles of Deep Learning Models and Transfer Learning for Ear Recognition. sensors, no. 19, pp. 4139, Multidisciplinary Digital Publishing Institute, 2019

@article{AlLiBaMa19,
author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
title = {Ensembles of {D}eep {L}earning {M}odels and {T}ransfer {L}earning for {E}ar {R}ecognition},
journal = {sensors},
volume={19},
number={19},
pages={4139},
year={2019},
publisher={Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/1424-8220/19/19/4139},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa19.pdf}
}

Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz: Handcrafted versus CNN Features for Ear Recognition. Symmetry, no. 11, pp. 1493, 2019

@article{AlLiBaMa19a,
  title={{Handcrafted versus CNN Features for Ear Recognition}},
  author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
  journal={Symmetry},
  volume={11},
  number={12},
  pages={1493},
  year={2019},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa19a.pdf}
}

2017

Stanislau Semeniuta and Aliaksei Severyn and Erhardt Barth: A Hybrid Convolutional Variational Autoencoder for Text Generation. in EMNLP, pp. 627-637, Association for Computational Linguistics, 2017

@inproceedings{SeSeBa17,
author = {Stanislau Semeniuta and Aliaksei Severyn and Erhardt Barth},
title = {A Hybrid Convolutional Variational Autoencoder for Text Generation},
booktitle = {{EMNLP}},
pages = {627--637},
publisher = {Association for Computational Linguistics},
year = {2017}
}

J. Niemeijer and P. Pekezou Fouopi and S. Knake-Langhorst and E. Barth: A Review of Neural Network based Semantic Segmentation for Scene Understanding in Context of the self driving Car. 2017

@misc{NiFoKnBa,
author = {J. Niemeijer and P. Pekezou Fouopi and S. Knake-Langhorst and E. Barth},
title = {A {R}eview of {N}eural {N}etwork based {S}emantic {S}egmentation for {S}cene {U}nderstanding in {C}ontext of the self driving {C}ar},
comment = {Student Conference on Medical Engineering Science},
year = {2017}
}

Boris Knyazew and Erhardt Barth and Thomas Martinetz: Recursive autoconvolution for unsupervised learning of convolutional neural networks. 2017 International Joint Conference on Neural Networks (IJCNN), pp. 2486-2493, 2017

@inproceedings{KnBaMa17,
author = {Boris Knyazew and Erhardt Barth and Thomas Martinetz},
title = {Recursive autoconvolution for unsupervised learning of convolutional neural networks}, 
journal = {2017 International Joint Conference on Neural Networks (IJCNN)},
pages = {2486--2493},
year = {2017}
}

Irina Burciu and Thomas Martinetz and Erhardt Barth: Sensing Forest for Pattern Recognition. in Advanced Concepts for Intelligent Vision Systems: 18th International Conference, ACIVS 2017, no. 10617, pp. 126-137, Springer, 2017

@inproceedings{BuMaBa17,
author= {Irina Burciu and Thomas Martinetz and Erhardt Barth},
editor= {Jacques Blanc-Talon and Rudi Penne and Wilfried Philips and Dan Popescu and Paul Scheunders},
title = {Sensing {F}orest for {P}attern {R}ecognition},
booktitle = {Advanced Concepts for Intelligent Vision Systems: 18th International Conference, {ACIVS} 2017},
series = {Lecture Notes in Computer Science},
volume = {10617},
year = {2017},
publisher = {Springer},
pages = {126--137},
url = {https://link.springer.com/chapter/10.1007/978-3-319-70353-4_11}
}

A. Brachmann and e. Barth and C. RedieS: Using CNN features to better understand what makes visual artworks special. Frontiers in Psychologie 8, pp. 830, 2017

@article{BrBaRe17,
author = {A. Brachmann and e. Barth and C. RedieS},
title = {Using {CNN} features to better understand what makes visual artworks special},
journal = {Frontiers in Psychologie 8},
pages = {830},
year = {2017}
}

2016

Schütze, Henry and Barth, Erhardt and Martinetz, Thomas: Learning Efficient Data Representations with Orthogonal Sparse Coding. IEEE Transactions on Computational Imaging, no. 2, pp. 177-189, 09, 2016

@article{ScBaMa16,
author = {Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title = {{L}earning {E}fficient {D}ata {R}epresentations with {O}rthogonal {S}parse {C}oding},
journal = {IEEE Transactions on Computational Imaging},
volume = {2},
number = {3},
month = {09},
pages = {177--189},
ISSN = {2333-9403},
year = {2016},
doi = {10.1109/TCI.2016.2557065},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa16.pdf}
}

Boris Knyazew and Erhardt Barth and Thomas Martinetz: Autoconvolution for Unsupervised Feature Learning. arXiv:1606.00611v1 [cs.CV], 2016

@article{KnBaMa16,
author = {Boris Knyazew and Erhardt Barth and Thomas Martinetz},
title = {Autoconvolution for {U}nsupervised {F}eature {L}earning}, 
journal = {arXiv:1606.00611v1 [cs.CV]},
year = {2016},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KnBaMa16.pdf}
}

Irina Burciu and Thomas Martinetz and Erhardt Barth: Hierarchical Manifold Sensing with Foveation and Adaptive Partitioning of the Dataset. Journal of Imaging Science and Technology, no. 60, pp. 020402-1-020402-10, 2016

@article{BuMaBa16,
author = {Irina Burciu and Thomas Martinetz and Erhardt Barth},
title = {Hierarchical {M}anifold {S}ensing with {F}oveation and {A}daptive {P}artitioning of the {D}ataset},
journal = {Journal of Imaging Science and Technology},
volume = {60},
number = {2},
pages = {020402-1--020402-10},
year = {2016},
url = {http://dx.doi.org/10.2352/J.ImagingSci.Technol.2016.60.2.020402},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BuMaBa16.pdf}
}

Irina Burciu and Thomas Martinetz and Erhardt Barth: Hierarchical Manifold Sensing with Foveation and Adaptive Partitioning of the Dataset. in Human Vision and Electronic Imaging, HVEI 2016, pp. 1-10, 2016

@inproceedings{BuMaBa16a,
author= {Irina Burciu and Thomas Martinetz and Erhardt Barth},
title = {Hierarchical {M}anifold {S}ensing with {F}oveation and {A}daptive {P}artitioning of the {D}ataset},
booktitle = {Human Vision and Electronic Imaging, {HVEI} 2016},
pages = {1--10},
year = {2016},
url = {http://ist.publisher.ingentaconnect.com/contentone/ist/ei/2016/00002016/00000016/art00044}
}

Stanislau Semeniuta and Erhardt Barth: Image classification with recurrent attention models. in SSCI, pp. 1-7, IEEE, 2016

@inproceedings{SeBa16,
author = {Stanislau Semeniuta and  Erhardt Barth},
title = {Image classification with recurrent attention models},
booktitle = {{SSCI}},
pages = {1--7},
publisher = {{IEEE}},
year = {2016}
}

Stanislau Semeniuta and Aliaksei Severyn and Erhardt Barth: Recurrent Dropout without Memory Loss. in COLING, pp. 1757-1766, ACL, 2016

@inproceedings{SeSeBa16,
author = {Stanislau Semeniuta and Aliaksei Severyn and Erhardt Barth},
title = {Recurrent Dropout without Memory Loss},
booktitle = {{COLING}},
pages = {1757--1766},
publisher = {{ACL}},
year = {2016}
}

2015

Lars Hertel and Erhardt Barth and Thomas Käster and Thomas Martinetz: Deep Convolutional Neural Networks as Generic Feature Extractors. in Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, 2015

@inproceedings{HeBaKaMa15,
author = {Lars Hertel and Erhardt Barth and Thomas K{\"a}ster and Thomas Martinetz},
title = {Deep {C}onvolutional {N}eural {N}etworks as {G}eneric {F}eature {E}xtractors},
booktitle = {Proc. 2015 {IEEE} International Joint Conference on Neural Networks (IJCNN)},
address = {Killarney, Ireland},
owner = {Hertel},
year = {2015},
timestamp = {2015.05.13},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HeBaKaMa15.pdf}
}

C. Krause and K. Ens and K. Fechner and J. Voigt and J. Fraune and E. Rohwäder and M. Hahn and M. Danckwardt and C. Feirer and E. Barth and T. Martinetz and W. Stöcker: EUROPattern Suite technology for computer-aided immunofluorescence microscopy in autoantibody diagnostics. Lupus, no. 24, pp. 516-529, 2015

@article{KrEnFeVoFrRoHaDaFeBaMaSt15,
author = {C. Krause and K. Ens and K. Fechner and J. Voigt and J. Fraune and E. Rohw{\"a}der and M. Hahn and M. Danckwardt and C. Feirer and E. Barth and T. Martinetz and W. St{\"o}cker},
title = {{EUROP}attern {S}uite technology for computer-aided immunofluorescence microscopy in autoantibody diagnostics},
journal = {Lupus},
volume = {24},
number = {4--5},
pages = {516--529},
year = {2015}
}

Irina Burciu and Thomas Martinetz and Erhardt Barth: Foveated Manifold Sensing for object recognition. in IEEE International Black Sea Conference on Communications and Networking, pp. 196-200, 2015

@inproceedings{BuMaBa15,
author = {Irina Burciu and Thomas Martinetz and Erhardt Barth},
title = {Foveated {M}anifold {S}ensing for object recognition},
booktitle = {IEEE International Black Sea Conference on Communications and Networking},
pages = {196--200},
year = {2015},
url = {http://dx.doi.org/10.1109/BlackSeaCom.2015.7185114}
}

Schütze, Henry and Barth, Erhardt and Martinetz, Thomas: Learning Orthogonal Sparse Representations by Using Geodesic Flow Optimization. in IJCNN 2015 Conference Proceedings, pp. 15540:1-8, 2015

@inproceedings{ScBaMa15,
author={Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title={{L}earning {O}rthogonal {S}parse {R}epresentations by {U}sing {G}eodesic {F}low {O}ptimization},
booktitle = {IJCNN 2015 Conference Proceedings},
series = {The International Joint Conference on Neural Networks},
year = {2015},
pages = {15540:1--8},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa15.pdf}
}

Foti Coleca and Andreea State and Sascha Klement and Erhardt Barth and Thomas Martinetz: Self-organizing maps for hand and full body tracking. Neurocomputing, no. 147, pp. 174-184, Elsevier, 2015

@article{CoStKlBaMa15,
author = {Foti Coleca and Andreea State and Sascha Klement and Erhardt Barth and Thomas Martinetz},
title = {Self-organizing maps for hand and full body tracking},
journal = {Neurocomputing},
year = {2015},
note = {Advances in Self-Organizing Maps Subtitle of the special issue: Selected Papers from the Workshop on Self-Organizing Maps 2012 (WSOM 2012)},
volume = {147},
pages = {174--184},
publisher = {Elsevier},
doi = {http://dx.doi.org/10.1016/j.neucom.2013.10.041},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoStKlBaMa15.pdf}
}

2014

Schütze, Henry and Barth, Erhardt and Martinetz, Thomas: An adaptive hierarchical sensing scheme for sparse signals. in Human Vision and Electronic Imaging XIX, no. 9014, pp. 15:1-8, 2014

@inproceedings{ScBaMa14,
author={Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title={An adaptive hierarchical sensing scheme for sparse signals},
booktitle = {Human Vision and Electronic Imaging XIX},
series = {Proc. of SPIE Electronic Imaging},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder},
volume = {9014},
pages = {15:1--8},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa14.pdf}
}

Bogdan Miclut and Thomas Käster and Thomas Martinetz and Erhard Barth: Committees of deep feedforward networks trained with few data. arXiv:1406.5947v1[cs.CV], 2014

@article{MiKaMaBa14,
author = {Bogdan Miclut and Thomas K{\"a}ster and Thomas Martinetz and Erhard Barth },
title = {Committees of deep feedforward networks trained with few data},
journal = {arXiv:1406.5947v1[cs.CV]},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MiKaMaBa14.pdf}
}

Foti Coleca and Sabrina Zîrnovean and Thomas Käster and Thomas Martinetz and Erhardt Barth: Key-point Detection with Multi-layer Center-surround Inhibition. in Proceedings of the 9th International Conference on Computer Vision Theory and Applications, pp. 386-393, 2014

@inproceedings{CoZiKaMaBa14,
author = {Foti Coleca and Sabrina Z{\^i}rnovean and Thomas K{\"a}ster and Thomas Martinetz and Erhardt Barth},
title = {Key-point Detection with Multi-layer Center-surround Inhibition},
booktitle = {Proceedings of the 9th International Conference on Computer Vision Theory and Applications},
pages = {386--393},
abstract = {We present a biologically inspired algorithm for key-point detection based on multi-layer and nonlinear centersurround inhibition. A Bag-of-Visual-Words framework is used to evaluate the performance of the detector on the Oxford III-T Pet Dataset for pet recognition. The results demonstrate an increased performance of our algorithm compared to the SIFT key-point detector. We further improve the recognition rate by separately training codebooks for the ON- and OFF-type key points. The results show that our key-point detection algorithms outperform the SIFT detector by having a lower recognition-error rate over a whole range of different key-point densities. Randomly selected key-points are also outperformed.},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoZiKaMaBa14.pdf}
}

Irina Burciu and Adrian Ion-Margineanu and Thomas Martinetz and Erhardt Barth: Visual Manifold Sensing, booktitle Human Vision and Electronic Imaging XIX. no. 9014, pp. 48:1-8, Proceedings of SPIE Electronic Imaging, 2014

@inproceedings{BuMaMaBa14,
author = {Irina Burciu and Adrian Ion-Margineanu and Thomas Martinetz and Erhardt Barth},
title = {Visual {M}anifold {S}ensing}, booktitle = {Human Vision and Electronic Imaging XIX},
publisher = {Proceedings of SPIE Electronic Imaging},
volume = {9014},
pages = {48:1--8},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BuMaMaBa14.pdf}
}

2013

N. Hochstrate and C. Krause and K. Ens and M. Danckwardt and C. Feirer and E. Rohwäder and M. Hahn and K. Affeldt and M. Rateike and M. Morrin and D. Wuttig and K. Fechner and E. Barth and W. Stöcker and T. Martinetz and J. Voigt: ANA and ANCA diagnostics with computer-aided immunofluorescence microscopy (CAIFM). Zeitschrift für Rheumatologie, no. 72, pp. 24, Springer Heidelberg, 2013

@article{HoKrEnDaFeRoHaAfRaMoWuFeBaStMaVo13,
author = {N. Hochstrate and C. Krause and K. Ens and M. Danckwardt and C. Feirer and E. Rohw{\"a}der and M. Hahn and K. Affeldt and M. Rateike and M. Morrin and D. Wuttig and K. Fechner and E. Barth and W. St{\"o}cker and T. Martinetz and J. Voigt},
title = {{ANA} and {ANCA} diagnostics with computer-aided immunofluorescence microscopy (CAIFM)},
publisher = {Springer Heidelberg},
journal = {Zeitschrift f{\"u}r Rheumatologie},
volume = {72},
pages = {24},
year = {2013}
}

N. Hochstrate and C. Krause and K. Ens and M. Danckwardt and C. Feirer and K. Affeldt and M. Rateike and M. Morrin and D. Wuttig and J. Voigt and K. Fechner and E. Barth and T. Martinetz and W. Stöcker: Computer-aided immunofluorescence microscopy (CAIFM) for ANCA diagnostics. La Presse Medicale, no. 42, pp. 685, Elsevier Masson, 2013

@article{HoKrEnDaFeAfRaMoWuVoFeBaMaSt13,
author = {N. Hochstrate and C. Krause and K. Ens and M. Danckwardt and C. Feirer and K. Affeldt and M. Rateike and M. Morrin and D. Wuttig and J. Voigt and K. Fechner and E. Barth and T. Martinetz and W. St{\"o}cker},
title = {Computer-aided immunofluorescence microscopy {(CAIFM)} for {ANCA} diagnostics},
publisher = {Elsevier Masson},
journal = {La Presse Medicale},
volume = {42},
number = {4},
pages = {685},
year = {2013}
}

Michael Dorr and Eleonora Vig and Erhardt Barth: Efficient image representations and features. in Human Vision and Electronic Imaging XVIII, no. 8651, pp. 86510R, 2013

@inproceedings{DoViBa13,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Efficient image representations and features},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas Huib de Ridder},
booktitle = {Human Vision and Electronic Imaging XVIII},
series = {Proc. of SPIE-IS&T Electronic Imaging},
volume = {8651},
pages = {86510R},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa13.pdf}
}

Foti Coleca and Thomas Martinetz and Erhardt Barth: Gesture Interfaces with Depth Sensors. in Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, no. 8200, pp. 207-227, Springer Berlin Heidelberg, 2013

@inproceedings{CoMaBa13,
author = {Foti Coleca and Thomas Martinetz and Erhardt Barth},
title = {{G}esture {I}nterfaces with {D}epth {S}ensors},
publisher = {Springer Berlin Heidelberg},
booktitle = {Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications},
series = {Lecture Notes in Computer Science},
volume = {8200},
pages = {207--227},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoMaBa13.pdf}
}

Andreea State and Foti Coleca and Erhardt Barth and Thomas Martinetz: Hand Tracking with an Extended Self-Organizing Map. in Advances in Self-Organizing Maps, no. 198, pp. 115-124, Springer Berlin Heidelberg, 2013

@incollection{StCoBaMa13,
author = {Andreea State and Foti Coleca and Erhardt Barth and Thomas Martinetz},
title = {Hand {T}racking with an {E}xtended {S}elf-{O}rganizing {M}ap},
booktitle = {Advances in Self-Organizing Maps},
publisher = {Springer Berlin Heidelberg},
editor = {Est{\'e}vez, Pablo A. and Príncipe, Jos{\'e} C. and Zegers, Pablo},
volume = {198},
series = {Advances in Intelligent Systems and Computing},
pages = {115--124},
doi = {10.1007/978-3-642-35230-0_12},
isbn = {978-3-642-35229-4},
keywords = {hand skeleton tracking; self-organizing maps; kinect},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StCoBaMa13.pdf}
}

Schütze, Henry and Barth, Erhardt and Martinetz, Thomas: Learning Orthogonal Bases for k-Sparse Representations. in Workshop New Challenges in Neural Computation 2013, no. 02, pp. 119-120, 2013

@inproceedings{ScBaMa13,
author={Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title = {{L}earning {O}rthogonal {B}ases for k-{S}parse {R}epresentations},
booktitle = {Workshop New Challenges in Neural Computation 2013},
editor = {Barbara Hammer and Thomas Martinetz and Thomas Villmann},
series ={Machine Learning Reports},
volume = {02},
year = {2013},
pages = {119--120},
note = {Short Paper},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa13.pdf}
}

Mike Wellner and Thomas Käster and Thomas Martinetz and Erhardt Barth: Optimizing depth-of-field based on a range map and a wavelet transform. in Mobile Computational Photography, no. 8667D, Proceedings of SPIE, 2013

@inproceedings{WeKaMaBa13,
author = {Mike Wellner and Thomas K{\"a}ster and Thomas Martinetz and Erhardt Barth},
title = {Optimizing depth-of-field based on a range map and a wavelet transform},
booktitle = {Mobile Computational Photography},
publisher = {Proceedings of SPIE},
year = {2013},
volume = {8667D},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WeKaMaBa13.pdf}
}

Foti Coleca and Sascha Klement and Thomas Martinetz and Erhardt Barth: Real-time skeleton tracking for embedded systems. in Mobile Computational Photography, no. 8667D, Proceedings of SPIE, 2013

@inproceedings{CoKlMaBa13,
author = {Foti Coleca and Sascha Klement and Thomas Martinetz and Erhardt Barth},
title = {Real-time skeleton tracking for embedded systems},
booktitle = {Mobile Computational Photography},
publisher = {Proceedings of SPIE},
year = {2013},
volume = {8667D},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoKlMaBa13.pdf}
}

Laura Pomarjanschi and Michael Dorr and Peter J. Bex and Erhardt Barth: Simple gaze-contingent cues guide eye movements in a realistic driving simulator. in IS&T/SPIE Electronic Imaging, no. 8651, pp. 865110-865110-8, 2013

@inproceedings{PoDoBeBa13,
author = {Laura Pomarjanschi and Michael Dorr and Peter J. Bex and Erhardt Barth},
title = {Simple gaze-contingent cues guide eye movements in a realistic driving simulator},
booktitle = {IS&T/SPIE Electronic Imaging},
volume = {8651},
pages = {865110-865110-8},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoDoBeBa13.pdf}
}

Horia Coman and Erhardt Barth and Thomas Martinetz: Sparse Coding Neural Gas Applied to Image Recognition. in Advances in Self-Organizing Maps, no. 198, pp. 105-114, Springer Berlin Heidelberg, 2013

@inproceedings{CoBaMa13,
author = {Horia Coman and Erhardt Barth and Thomas Martinetz},
title = {{S}parse {C}oding {N}eural {G}as {A}pplied to {I}mage {R}ecognition},
publisher = {Springer Berlin Heidelberg},
booktitle = {Advances in Self-Organizing Maps},
series = {Advances in Intelligent Systems and Computing},
volume = {198},
pages = {105--114},
year = {2013}
}

2012

Jens Hocke and Michael Dorr and Erhardt Barth: A compressed sensing model of peripheral vision. in Human Vision and Electronic Imaging XVII, no. 8291, Proceedings of SPIE, 2012

@inproceedings{HoDoBa12,
author = {Jens Hocke and Michael Dorr and Erhardt Barth},
title = {A compressed sensing model of peripheral vision},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder},
booktitle = {Human Vision and Electronic Imaging XVII},
publisher = {Proceedings of SPIE},
volume = {8291},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoDoBa12.pdf}
}

Jens Hocke and Erhardt Barth and Thomas Martinetz: Application of non-linear transform coding to image processing. in Human Vision and Electronic Imaging XVII, no. 8291, Proceedings of SPIE, 2012

@inproceedings{HoBaMa12,
author = {Jens Hocke and Erhardt Barth and Thomas Martinetz},
title = {Application of non-linear transform coding to image processing},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder},
booktitle = {Human Vision and Electronic Imaging XVII},
publisher = {Proceedings of SPIE},
volume = {8291},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoBaMa12.pdf}
}

Jörn Voigt and Christopher Krause and Edda Rohwäder and Sandra Saschenbrecker and Melanie Hahn and Maick Danckwardt and Christian Feirer and Konstantin Ens and Kai Fechner and Erhardt Barth and Thomas Martinetz and Winfried Stöcker: Automated Indirect Immunofluorescence Evaluation of Antinuclear Autoantibodies on HEp-2 Cells. Clinical and Developmental Immunology, no. 2012, 2012

@article{VoKrRoSaHaDaFeEnFeBaMaSt12,
author = {J{\"o}rn Voigt and Christopher Krause and Edda Rohw{\"a}der and Sandra Saschenbrecker and Melanie Hahn and Maick Danckwardt and Christian Feirer and Konstantin Ens and Kai Fechner and Erhardt Barth and Thomas Martinetz and Winfried St{\"o}cker},
title = {Automated {I}ndirect {I}mmunofluorescence {E}valuation of {A}ntinuclear {A}utoantibodies on {HE}p-2 {C}ells},
journal = {Clinical and {D}evelopmental Immunology},
volume = {2012},
note = {7 pages},
year = {2012},
comment = {Article ID 651058},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/VoKrRoSaHaDaFeEnFeBaMaSt12.pdf},
doi = {10.1155/2012/651058},
url = {https://doi.org/10.1155/2012/651058}
}

Michael Dorr and Eleonora Vig and Erhardt Barth: Colour saliency on video. in BIONETICS 2010, no. 87, pp. 601-606, Springer, 2012

@inproceedings{DoViBa10,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Colour saliency on video},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {601--606},
editor = {J. Suzuki and T. Nakano},
publisher = {Springer},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa10.pdf}
}

Eleonora Vig and Michael Dorr and Erhardt Barth: Contribution of Spatio-Temporal Intensity Variation to Bottom-up Saliency. in BIONETICS 2010, no. 87, pp. 469-474, Springer, 2012

@inproceedings{ViDoBa10,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Contribution of {S}patio-{T}emporal {I}ntensity {V}ariation to {B}ottom-up {S}aliency},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa10.pdf},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {469--474},
editor = {J Suzuki and T Nakano},
publisher = {Springer},
year = {2012}
}

Michael Dorr and Eleonora Vig and Erhardt Barth: Eye movement prediction and variability on natural video data sets. Visual Cognition, no. 20, pp. 495-514, 2012

@article{DoViBa12,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Eye movement prediction and variability on natural video data sets},
journal = {Visual Cognition},
volume = {20},
number = {4/5},
pages = {495--514},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa12.pdf}
}

Laura Pomarjanschi and Michael Dorr and Erhardt Barth: Gaze guidance reduces the number of collisions with pedestrians in a driving simulator. ACM Transactions on Interactive Intelligent Systems, no. 1, pp. 8:1-8:14, 2012

@article{PoDoBa11,
author = {Laura Pomarjanschi and Michael Dorr and Erhardt Barth},
title = {Gaze guidance reduces the number of collisions with pedestrians in a driving simulator},
journal = {ACM Transactions on Interactive Intelligent Systems},
pages = {8:1--8:14},
volume = {1},
number = {2},
year = {2012},
note = {((c) ACM, 2012. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in ACM Transactions on Interactive Intelligent Systems, January 2012.)},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoDoBa12.pdf}
}

T. Binder and F. Kriener and C. Wichner and M. Wille and M. Wellner and T. Käster and T. Martinetz and E. Barth: How to make a small phone camera shoot like a big DSLR: creating and fusing multi-modal exposure series. in Human Vision and Electronic Imaging XVII, no. 8291, 2012

@inproceedings{BiKrWiWiWeKaMaBa12,
author = {T. Binder and F. Kriener and C. Wichner and M. Wille and M. Wellner and T. K{\"a}ster and T. Martinetz and E. Barth},
title = {How to make a small phone camera shoot like a big {DSLR}: creating and fusing multi-modal exposure series},
booktitle = {Human Vision and Electronic Imaging XVII},
series = {Proceedings SPIE},
volume = {8291},
year = {2012},
doi = {10.1117/12.905560},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BiKrWiWiWeKaMaBa12.pdf}
}

Björn Machner and Michael Dorr and Andreas Sprenger and Janina von der Gablentz and Wolfgang Heide and Erhardt Barth and Christoph Helmchen: Impact of dynamic bottom-up features and top-down control on the visual exploration of moving real-world scenes in hemispatial neglect. Neuropsychologia, no. 50, pp. 2415-2425, 2012

@article{MaDoSpGaHeBaHe12,
author = {Bj\"orn Machner and Michael Dorr and Andreas Sprenger and Janina von der Gablentz and Wolfgang Heide and Erhardt Barth and Christoph Helmchen},
title = {Impact of dynamic bottom-up features and top-down control on the visual exploration of moving real-world scenes in hemispatial neglect},
journal = {Neuropsychologia},
volume = {50},
year = {2012},
pages = {2415--2425},
abstract = {<p>Patients with hemispatial neglect are severely impaired in orienting their attention to contralesional hemispace. Although motion is one of the strongest attentional cues in humans, it is still unknown how neglect patients visually explore their moving real-world environment.</p> <p>We therefore recorded eye movements at bedside in 19 patients with hemispatial neglect following acute right hemisphere stroke, 14 right-brain damaged patients without neglect and 21 healthy control subjects. Videos of naturalistic real-world scenes were presented first in a free viewing condition together with static images, and subsequently in a visual search condition. We analyzed number and amplitude of saccades, fixation durations and horizontal fixation distributions. Novel computational tools allowed us to assess the impact of different scene features (static and dynamic contrast, colour, brightness) on patients{\textquoteright} gaze.</p> <p>Independent of the different stimulus conditions, neglect patients showed decreased numbers of fixations in contralesional hemispace (ipsilesional fixation bias) and increased fixation durations in ipsilesional hemispace (disengagement deficit). However, in videos left-hemifield fixations of neglect patients landed on regions with particularly high dynamic contrast. Furthermore, dynamic scenes with few salient objects led to a significant reduction of the pathological ipsilesional fixation bias. In visual search, moving targets in the neglected hemifield were more frequently detected than stationary ones. The top-down influence (search instruction) could neither reduce the ipsilesional fixation bias nor the impact of bottom-up features.</p> <p>Our results provide evidence for a strong impact of dynamic bottom-up features on neglect patients{\textquoteright} scanning behaviour. They support the neglect model of an attentional priority map in the brain being imbalanced towards ipsilesional hemispace, which can be counterbalanced by strong contralateral motion cues. Taking into account the lack of top-down control in neglect patients, bottom-up stimulation with moving real-world stimuli may be a promising candidate for future neglect rehabilitation schemes.</p>},
url = {http://dx.doi.org/10.1016/j.neuropsychologia.2012.06.012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaDoSpGaHeBaHe12.pdf}
}

Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth: Intrinsic Dimensionality Predicts the Saliency of Natural Dynamic Scenes. IEEE Transactions on Pattern Analysis and Machine Intelligence, no. 34, pp. 1080-1091, IEEE, 2012

@article{ViDoMaBa12,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {Intrinsic {D}imensionality {P}redicts the {S}aliency of {N}atural {D}ynamic {S}cenes},
journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence},
publisher = {IEEE},
issn = {0162-8828},
volume = {34},
number = {6},
pages = {1080--1091},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa12.pdf}
}

Fabian Timm and Erhardt Barth: Novelty Detection for the Inspection of Light-emitting Diodes. Expert Systems with Applications, no. 39, pp. 3413-3422, 2012

@article{TiBa12,
author = {Fabian Timm and Erhardt Barth},
title = {Novelty {D}etection for the {I}nspection of {L}ight-emitting {D}iodes},
journal = {Expert Systems with Applications},
volume = {39},
number = {3},
pages = {3413--3422},
year = {2012},
url = {http://dx.doi.org/10.1016/j.eswa.2011.09.029}
}

Laura Pomarjanschi and Michael Dorr and Christoph Rasche and Erhardt Barth: Safer Driving with Gaze Guidance. in BIONETICS 2010, no. 87, pp. 581-586, Springer, 2012

@inproceedings{PoDoRaBa10,
author = {Laura Pomarjanschi and Michael Dorr and Christoph Rasche and Erhardt Barth},
title = {Safer {D}riving with {G}aze {G}uidance},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {581--586},
editor = {J. Suzuki and T. Nakano},
publisher = {Springer},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoDoRaBa10.pdf}
}

Hocke, Jens and Labusch, Kai and Barth, Erhardt and Martinetz, Thomas: Sparse Coding and Selected Applications. KI - Künstliche Intelligenz, no. 26, pp. 349-355, Springer Berlin / Heidelberg, 2012

@article{HoLaBaMa12,
author = {Hocke, Jens and Labusch, Kai and Barth, Erhardt and Martinetz, Thomas},
title = {Sparse {C}oding and {S}elected {A}pplications},
publisher = {Springer Berlin / Heidelberg},
journal = {KI - K\"unstliche Intelligenz},
number = {4},
volume = {26},
pages = {349--355},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoLaBaMa12.pdf}
}

2011

Kai Labusch and Erhardt Barth and Thomas Martinetz: Soft-competitive Learning of Sparse Codes and its Application to Image Reconstruction. Neurocomputing, no. 74, pp. 1418-1428, 04, 2011

@article{LaBaMa11,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {Soft-competitive {L}earning of {S}parse {C}odes and its {A}pplication to {I}mage {R}econstruction},
journal= {Neurocomputing},
volume = {74},
number = {9},
month = {04},
pages = {1418--1428},
year = {2011},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa11.pdf}
}

Fabian Timm and Erhardt Barth: Accurate eye centre localisation by means of gradients. in Proceedings of the Int. Conference on Computer Theory and Applications (VISAPP), no. 1, pp. 125-130, INSTICC, Algarve, Portugal, 2011

@inproceedings{TiBa11b,
author = {Fabian Timm and Erhardt Barth},
title = {Accurate eye centre localisation by means of gradients},
booktitle = {Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)}},
publisher = {INSTICC},
address = {Algarve, Portugal},
volume = {1},
pages = {125--130},
year = {2011}
}

Fabian Timm and Erhardt Barth: Accurate, fast, and robust centre localisation for images of semiconductor components. in Image Processing: Machine Vision Applications IV, IS&T/SPIE Electronic Imaging, San Francisco, USA, 2011

@inproceedings{TiBa11a,
author = {Fabian Timm and Erhardt Barth},
title = {Accurate, fast, and robust centre localisation for images of semiconductor components},
booktitle = {Image Processing: Machine Vision Applications IV},
publisher = {IS\&T/SPIE Electronic Imaging},
year = {2011},
address = {San Francisco, USA},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiBa11a.pdf}
}

Nicolas Schneider and Erhardt Barth and Peter Bex and Michael Dorr: An open-source low-cost eye-tracking system for portable real-time and offline tracking. in Proceedings of the 2011 Conference on Novel Gaze-Controlled Applications, pp. 8:1-4, 2011

@inproceedings{ScBaBeDo11,
author = {Nicolas Schneider and Erhardt Barth and Peter Bex and Michael Dorr},
title = {An open-source low-cost eye-tracking system for portable real-time and offline tracking},
booktitle = {Proceedings of the 2011 Conference on Novel Gaze-Controlled Applications},
pages = {8:1--4},
year = {2011},
doi = {http://dx.doi.org/10.1145/1983302.1983310},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaBeDo11.pdf}
}

Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth: Eye Movements Show Optimal Average Anticipation with Natural Dynamic Scenes. Cognitive Computation, no. 3, pp. 79-88, Springer New York, 2011

@article{ViDoMaBa11,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {Eye {M}ovements {S}how {O}ptimal {A}verage {A}nticipation with {N}atural {D}ynamic {S}cenes},
journal = {Cognitive Computation},
publisher = {Springer New York},
year = {2011},
pages = {79--88},
volume = {3},
number = {1},
url = {http://www.springerlink.com/content/73l4j324g63150n1/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa11.pdf}
}

Sascha Klement and Fabian Timm and Erhardt Barth: Illumination correction for image stitching. in Proceedings of the Int. Conference on Imaging Theory and Applications (IMAGAPP), no. 1, pp. 81-86, INSTICC, Algarve, Portugal, 2011

@inproceedings{KlTiBa11,
author = {Sascha Klement and Fabian Timm and Erhardt Barth},
title = {Illumination correction for image stitching},
booktitle = {Proceedings of the Int. Conference on Imaging Theory and Applications {(IMAGAPP)}},
publisher = {INSTICC},
address = {Algarve, Portugal},
year = {2011},
pages = {81--86},
volume = {1},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlTiBa11.pdf}
}

Hocke, Jens and Martinetz, Thomas and Barth, Erhardt: Image Deconvolution with Sparse Priors. in Workshop New Challenges in Neural Computation 2011, no. 05, pp. 9, 2011

@inproceedings{HoMaBa11,
author={Hocke, Jens and Martinetz, Thomas and Barth, Erhardt},
title = {{I}mage {D}econvolution with {S}parse {P}riors},
booktitle = {Workshop New Challenges in Neural Computation 2011},
editor = {Barbara Hammer and Thomas Villmann},
series={Machine Learning Reports},
volume = {05},
year = {2011},
pages = {9},
note = {Abstract}
}

Eleonora Vig and Michael Dorr and Erhardt Barth: Learned saliency transformations for gaze guidance. in Human Vision and Electronic Imaging XVI, no. 7865, pp. W1-11, SPIE-IS&T, 2011

@inproceedings{ViDoBa11,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Learned saliency transformations for gaze guidance},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa11.pdf},
booktitle = {Human Vision and Electronic Imaging XVI},
publisher = {SPIE-IS\&T},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas},
volume = {7865},
pages = {W1--11},
year = {2011}
}

Fabian Timm and Erhardt Barth: Non-parametric texture defect detection using Weibull features. in Image Processing: Machine Vision Applications IV, IS&T/SPIE Electronic Imaging, San Francisco, USA, 2011

@inproceedings{TiBa11,
author = {Fabian Timm and Erhardt Barth},
title = {Non-parametric texture defect detection using {W}eibull features},
booktitle = {Image Processing: Machine Vision Applications IV},
publisher = {IS\&T/SPIE Electronic Imaging},
year = {2011},
address = {San Francisco, USA},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiBa11.pdf}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Robust and Fast Learning of Sparse Codes With Stochastic Gradient Descent. IEEE Transactions on Selected Topics in Signal Processing, no. 5, pp. 1048-1060, 2011

@article{LaBaMa11b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {IEEE Transactions on Selected Topics in Signal Processing},
title = {{R}obust and {F}ast {L}earning of {S}parse {C}odes {W}ith {S}tochastic {G}radient {D}escent},
year = {2011},
volume = {5},
pages = {1048--1060},
number = {5},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa11b.pdf}
}

2010

Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth: A Learned Saliency Predictor for Dynamic Natural Scenes. in ICANN 2010, Part III, no. 6354, pp. 52-61, Springer, Thessaloniki, Greece, 2010

@inproceedings{ViDoMaBa10a,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {A {L}earned {S}aliency {P}redictor for {D}ynamic {N}atural {S}cenes},
booktitle = {ICANN 2010, Part III},
editor = {K. Diamantaras and W. Duch and L. S. Iliadis},
series = {Lecture Notes in Computer Science},
volume = {6354},
pages = {52--61},
publisher = {Springer},
year = {2010},
address = {Thessaloniki, Greece},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa10a.pdf}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Bag of Pursuits and Neural Gas for Improved Sparse Coding. in Proceedings of the 19th International Conference on Computational Statistics, pp. 327-336, Springer, 2010

@inproceedings{LaBaMa10b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {{B}ag of {P}ursuits and {N}eural {G}as for {I}mproved {S}parse {C}oding},
editor = {Gilbert Saporta},
booktitle = {Proceedings of the 19th International Conference on Computational Statistics},
publisher = {Springer},
pages = {327--336},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa10b.pdf}
}

Erhardt Barth and Michael Dorr and Eleonora Vig and Laura Pomarjanschi and Cicero Mota: Efficient coding and multiple motions. Vision Research, no. 50, pp. 2190-2199, 2010

@article{BaDoViPoMo10,
author = {Erhardt Barth and Michael Dorr and Eleonora Vig and Laura Pomarjanschi and Cicero Mota},
title = {Efficient coding and multiple motions},
journal = {Vision Research},
volume = {50},
number = {22},
pages = {2190--2199},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDoViPoMo10.pdf}
}

Fabian Timm and Thomas Martinetz and Erhardt Barth: Optical Inspection of Welding Seams. in Computer Vision, Imaging and Computer Graphics: Theory and Applications, Revised Selected Papers, no. 68, pp. 269-282, Springer Series Communications in Computer Science and Information Science, 2010

@inproceedings{TiMaBa10,
author = {Fabian Timm and Thomas Martinetz and Erhardt Barth},
title = {Optical {I}nspection of {W}elding {S}eams},
booktitle = {Computer Vision, Imaging and Computer Graphics: Theory and Applications, Revised Selected Papers},
publisher = {Springer Series Communications in Computer Science and Information Science},
year = {2010},
volume = {68},
pages = {269--282},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiMaBa10.pdf}
}

Martin Böhme and Martin Haker and Thomas Martinetz and Erhardt Barth: Shading constraint improves accuracy of time-of-flight measurements. Computer Vision and Image Understanding, no. 114, pp. 1329-1335, 2010

@article{BoHaMaBa10,
author = {Martin B{\"o}hme and Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {Shading constraint improves accuracy of time-of-flight measurements},
journal = {Computer Vision and Image Understanding},
pages = {1329--1335},
volume = {114},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaMaBa10.pdf}
}

Michael Dorr and Halszka Jarodzka and Erhardt Barth: Space-Variant Spatio-Temporal Filtering of Video for Gaze Visualization and Perceptual Learning. in Eye-tracking research & applications, pp. 307-314, 2010

@inproceedings{DoJaBa10_www,
comment = {This is the entry that should appear on websites and that includes a copyright notice. For a citation in a paper, use item DoJaBa10 instead.},
author = {Michael Dorr and Halszka Jarodzka and Erhardt Barth},
title = {Space-Variant Spatio-Temporal Filtering of Video for Gaze Visualization and Perceptual Learning},
booktitle = {Eye-tracking research \& applications},
pages = {307--314},
year = {2010},
note = {\copyright\ ACM, 2010. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in Eye tracking research \& applications 2010, Austin, Texas, 22-24 March 2010. http://doi.acm.org/10.1145/1743666.1743737},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoJaBa10.pdf}
}

A. Kolb and E. Barth and R. Koch and R. Larsen: Time-of-Flight Cameras in Computer Graphics. Computer Graphics Forum, no. 29, pp. 141-159, 2010

@article{ KoBaKoLa10,
author = {A. Kolb and E. Barth and R. Koch and R. Larsen},
title = {{Time-of-Flight Cameras in Computer Graphics}},
journal = {Computer Graphics Forum},
year = {2010},
volume = {29},
number = {1},
pages = {141--159},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KoBaKoLa10.pdf}
}

Michael Dorr and Thomas Martinetz and Karl Gegenfurtner and Erhardt Barth: Variability of eye movements when viewing dynamic natural scenes. Journal of Vision, no. 10, pp. 1-17, 2010

@article{DoMaGeBa10a,
author = {Michael Dorr and Thomas Martinetz and Karl Gegenfurtner and Erhardt Barth},
title = {Variability of eye movements when viewing dynamic natural scenes},
journal = {Journal of Vision},
year = {2010},
volume = {10},
number = {10},
pages = {1--17},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoMaGeBa10a.pdf},
url = {http://jov.arvojournals.org/article.aspx?articleid=2121333}
}

2009

Michael Dorr and Christoph Rasche and Erhardt Barth: A Gaze-Contingent, Acuity-Adjusted Mouse Cursor. in 5th Conference on Communication by Gaze Interaction (COGAIN), pp. 39-41, 2009

@inproceedings{DoRaBa09,
author = {Michael Dorr and Christoph Rasche and Erhardt Barth},
title = {A Gaze-Contingent, Acuity-Adjusted Mouse Cursor},
booktitle = {5th Conference on Communication by Gaze Interaction (COGAIN)},
editor = {Arantxa Villanueva and John Paulin Hansen and Bjarne Kj{\ae}r Ersb{\o}ll},
pages = {39--41},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoRaBa09.pdf}
}

Arantxa Villanueva and Gintautas Daunys and Dan Witzner Hansen and Martin Böhme and Rafael Cabeza and André Meyer and Erhardt Barth: A geometric approach to remote eye tracking. Universal Access in the Information Society, no. 8, pp. 241-257, 2009

@article{ViDaHaBo09,
author = {Arantxa Villanueva and Gintautas Daunys and Dan Witzner Hansen and Martin B{\"o}hme and Rafael Cabeza and Andr{\'e} Meyer and Erhardt Barth},
title = {A geometric approach to remote eye tracking},
journal = {Universal Access in the Information Society},
year = {2009},
volume = {8},
number = {4},
pages = {241--257}
}

Cristina Darolti and Erhardt Barth and Christoph Bodensteiner and Ulrich G. Hofmann: Active contours that grow and compete driven by local region descriptors. in Human Vision and Electronic Imaging XIV, no. 7245,72450F, Proceedings of SPIE, 2009

@inproceedings{DaBaBoHo09,
author = {Cristina Darolti and Erhardt Barth and Christoph Bodensteiner and Ulrich G. Hofmann},
title = {Active contours that grow and compete driven by local region descriptors},
booktitle = {Human Vision and Electronic Imaging XIV},
publisher = {Proceedings of SPIE},
year = {2009},
volume = {7245,72450F}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas. in Advances in Self-Organizing Maps - WSOM 2009, 7th International Workshop, St. Augustine, Fl, USA, June 2009, no. 5629, pp. 145-153, Springer, series Lecture Notes in Computer Science, 2009

@inproceedings{LaBaMa09a,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {{A}pproaching the {T}ime {D}ependent {C}ocktail {P}arty {P}roblem with {O}nline {S}parse {C}oding {N}eural {G}as},
editor = {J.C. Principe and R. Miikkulainen},
booktitle = {Advances in Self-Organizing Maps - WSOM 2009, 7th International Workshop, St. Augustine, Fl, USA, June 2009},
publisher = {Springer}, series = {Lecture Notes in Computer Science},
volume = {5629},
pages = {145--153},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa09a.pdf}
}

Martin Haker and Martin Böhme and Thomas Martinetz and Erhardt Barth: Deictic Gestures With A Time-of-Flight Camera. in Gesture in Embodied Communication and Human-Computer Interaction - International Gesture Workshop GW 2009, no. 5934, pp. 110-121, Springer, 2009

@inproceedings{HaBoMaBa09,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Deictic {G}estures {W}ith {A} {T}ime-of-{F}light {C}amera},
booktitle = {Gesture in Embodied Communication and Human-Computer Interaction -- International Gesture Workshop GW 2009},
editor = {Stefan Kopp and Ipke Wachsmuth},
pages = {110--121},
publisher = {Springer},
series = {LNAI},
volume = {5934},
year = {2009},
note = {http://www.springerlink.com/content/uw12051512tk5261/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa09.pdf}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Demixing Jazz-Music: Sparse Coding Neural Gas for the Separation of Noisy Overcomplete Sources. Neural Network World, no. 19, pp. 561-579, Institute of Information and Computer Technology ASCR; Faculty of Transport, Czech Polytechnic University, Prague, 2009

@article{LaBaMa09b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {Neural Network World},
publisher = {Institute of Information and Computer Technology ASCR; Faculty of Transport, Czech Polytechnic University, Prague},
title = {{D}emixing {J}azz-{M}usic: {S}parse {C}oding {N}eural {G}as for the {S}eparation of {N}oisy {O}vercomplete {S}ources},
volume = {19},
number = {5},
year = {2009},
pages = {561--579},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa09b.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
}

Eleonora Vig and Michael Dorr and Erhardt Barth: Efficient visual coding and the predictability of eye movements on natural movies. Spatial Vision, no. 22, pp. 397-408, 2009

@article{ViDoBa09,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Efficient visual coding and the predictability of eye movements on natural movies},
journal = {Spatial Vision},
volume = {22},
number = {5},
pages = {397--408},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa09.pdf}
}

Martin Böhme and Martin Haker and Kolja Riemer and Thomas Martinetz and Erhardt Barth: Face Detection Using a Time-of-Flight Camera. in Dynamic 3D Imaging - Workshop in Conjunction with DAGM, no. 5742, pp. 167-176, 2009

@inproceedings{BoHaRiMaBa09,
author = {Martin B{\"o}hme and Martin Haker and Kolja Riemer and Thomas Martinetz and Erhardt Barth},
title = {Face {D}etection {U}sing a {T}ime-of-{F}light {C}amera},
booktitle = {Dynamic 3D Imaging -- Workshop in Conjunction with DAGM},
series = {Lecture Notes in Computer Science},
volume = {5742},
pages = {167--176},
year = {2009},
note = {http://www.springerlink.com/content/023881623j67r336/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaRiMaBa09.pdf}
}

Michael Dorr and Laura Pomarjanschi and Erhardt Barth: Gaze beats mouse: A case study on a gaze-controlled Breakout. PsychNology, no. 7, pp. 197-211, 2009

@article{DoPoBa09,
author = {Michael Dorr and Laura Pomarjanschi and Erhardt Barth},
title = {Gaze beats mouse: A case study on a gaze-controlled {B}reakout},
journal = {PsychNology},
volume = {7},
number = {2},
pages = {197--211},
year = {2009},
url = {http://www.psychnology.org/429.php}
}

Michael Dorr and Erhardt Barth: Gaze guidance for improved visual communication. in PerAda Magazine towards pervasive adaptation, 2009

@misc{DoBa09a,
author = {Michael Dorr and Erhardt Barth},
title = {Gaze guidance for improved visual communication},
booktitle = {PerAda Magazine towards pervasive adaptation},
year = {2009},
url = {http://www.perada-magazine.eu/pdf/1793/1793.pdf},
note = {http://www.perada-magazine.eu/view.php?source=1793-2009-08-20}
}

Martin Böhme and Martin Haker and Thomas Martinetz and Erhardt Barth: Head Tracking With Combined Face And Nose Detection. in Proceedings of the IEEE International Symposium on Signals, Circuits & Systems (ISSCS), pp. 1-4, Iasi, Romania, 2009

@inproceedings{BoHaMaBa09a,
author = {Martin B{\"o}hme and Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {Head {T}racking {W}ith {C}ombined {F}ace {A}nd {N}ose {D}etection},
booktitle = {Proceedings of the {IEEE} {I}nternational {S}ymposium on {S}ignals, {C}ircuits \& {S}ystems ({ISSCS})},
address = {Iasi, Romania},
pages = {1--4},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaMaBa09a.pdf}
}

Martin Haker and Thomas Martinetz and Erhardt Barth: Multimodal Sparse Features for Object Detection. in Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, no. 5769, pp. 923-932, Springer, 2009

@inproceedings{HaMaBa09,
author = {Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {Multimodal {S}parse {F}eatures for {O}bject {D}etection},
booktitle = {Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14--17, 2009, Proceedings},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {5769},
pages = {923--932},
year = {2009},
note = {http://www.springerlink.com/content/574230078m0228wh/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaMaBa09.pdf}
}

Martin Haker and Martin Böhme and Thomas Martinetz and Erhardt Barth: Self-Organizing Maps for Pose Estimation with a Time-of-Flight Camera. in Dynamic 3D Imaging - Workshop in Conjunction with DAGM, no. 5742, pp. 142-153, 2009

@inproceedings{HaBoMaBa09a,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Self-{O}rganizing {M}aps for {P}ose {E}stimation with a {T}ime-of-{F}light {C}amera},
booktitle = {Dynamic 3D Imaging -- Workshop in Conjunction with DAGM},
series = {Lecture Notes in Computer Science},
volume = {5742},
pages = {142--153},
year = {2009},
note = {http://www.springerlink.com/content/006305183070t383/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa09a.pdf}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Sparse Coding Neural Gas: Learning of Overcomplete Data Representations. Neurocomputing, no. 72, pp. 1547-1555, 2009

@article{LaBaMa09,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {Neurocomputing},
title = {{S}parse {C}oding {N}eural {G}as: {L}earning of {O}vercomplete {D}ata {R}epresentations},
year = {2009},
volume = {72},
number = {7--9},
pages = {1547--1555},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa09.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
 }

Michael Dorr and Karl Gegenfurtner and Erhardt Barth: The contribution of low-level features at the centre of gaze to saccade target selection. Vision Research, no. 49, pp. 2918-2926, 2009

@article{DoGeBa09,
author = {Michael Dorr and Karl Gegenfurtner and Erhardt Barth},
title = {The contribution of low-level features at the centre of gaze to saccade target selection},
journal = {Vision Research},
volume = {49},
number = {24},
pages = {2918--2926},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoGeBa09.pdf},
abstract = {Does it matter what observers are looking at right now to determine where they will look next? We recorded eye movements and computed colour, local orientation, motion, and geometrical invariants on dynamic natural scenes. The distributions of differences between features at successive fixations were compared with those from random scanpaths of varying similarity to natural scanpaths. Although distributions show significant differences, these feature correlations are mainly due to spatio-temporal correlations in natural scenes and a target selection bias, e.g. towards moving objects. Our results indicate that low-level features at fixation contribute little to the choice of the next saccade target.}
}

Andreas Kolb and Erhardt Barth and Reinhard Koch and Rasmus Larsen: Time-of-Flight Sensors in Computer Graphics. Eurographics State of the Art Reports, pp. 119-134, 2009

@article{KoBaKoLa09,
author = {Andreas Kolb and Erhardt Barth and Reinhard Koch and Rasmus Larsen},
title = {{T}ime-of-{F}light {S}ensors in {C}omputer {G}raphics},
editor = {M. Pauly and G. Greiner},
journal = {Eurographics State of the Art Reports},
pages = {119--134},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KoBaKoLa09.pdf}
}

Fabian Timm and Sascha Klement and Thomas Martinetz and Erhardt Barth: Welding Inspection Using Novel Specularity Features and A One-Class SVM. in Proceedings of the Int. Conference on Computer Theory and Applications (VISAPP), no. 1, pp. 146-153, INSTICC, Lisboa, Portugal, 2009

@inproceedings{TiKlMaBa09,
author = {Fabian Timm and Sascha Klement and Thomas Martinetz and Erhardt Barth},
title = {Welding {I}nspection {U}sing {N}ovel {S}pecularity {F}eatures and {A} {O}ne-{C}lass {SVM}},
booktitle = {Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)}},
publisher = {INSTICC},
address = {Lisboa, Portugal},
year = {2009},
pages = {146--153},
volume = {1},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiKlMaBa09.pdf}
}

2008

Martin Böhme and Martin Haker and Thomas Martinetz and Erhardt Barth: A facial feature tracker for human-computer interaction based on 3D Time-of-Flight cameras. Int. J. on Intell. Systems Techn. and App., Issue on Dynamic 3D Imaging, no. 5, pp. 264-273, 2008

@article{BoHaMaBa08a,
author = {Martin B{\"o}hme and Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {A facial feature tracker for human-computer interaction based on 3{D} {Time-of-Flight} cameras},
journal = {Int. J. on Intell. Systems Techn. and App., Issue on Dynamic 3D Imaging},
volume = {5},
number = {3},
pages = {264--273},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaMaBa08a.pdf}
}

Martin Böhme and Michael Dorr and Mathis Graw and Thomas Martinetz and Erhardt Barth: A Software Framework for Simulating Eye Trackers. in Proceedings of Eye Tracking Research & Applications (ETRA), pp. 251-258, 2008,

@inproceedings{BoDoGrMaBa08,
comment = {This is the entry that should appear on websites and that includes a copyright notice. For a citation in a paper, use item BoDoGrMaBa08 instead.},
author = {Martin B{\"o}hme and Michael Dorr and Mathis Graw and Thomas Martinetz and Erhardt Barth},
title = {{A} {S}oftware {F}ramework for {S}imulating {E}ye {T}rackers},
booktitle = {Proceedings of Eye Tracking Research \& Applications (ETRA)},
year = 2008,
pages = {251--258},
note = {\copyright\ ACM, 2008. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in Eye Tracking Research \& Applications 2008, Savannah, Georgia, 26-28 March 2008. http://doi.acm.org/10.1145/1344471.1344529},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoDoGrMaBa08.pdf}
}

Martin Böhme and Michael Dorr and Thomas Martinetz and Erhardt Barth: A Temporal Multiresolution Pyramid for Gaze-Contingent Manipulation of Natural Video. in Passive Eye Monitoring, pp. 225-243, Springer, 2008

@incollection{BoDoMaBa08,
author = {Martin B{\"o}hme and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {A Temporal Multiresolution Pyramid for Gaze-Contingent Manipulation of Natural Video},
editor = {Riad I. Hammoud},
booktitle = {Passive Eye Monitoring},
publisher = {Springer},
chapter = {10},
pages = {225--243},
year = {2008}
}

Michael Dorr and Eleonora Vig and Karl R. Gegenfurtner and Thomas Martinetz and Erhardt Barth: Eye movement modelling and gaze guidance. in Fourth International Workshop on Human-Computer Conversation, 2008

@inproceedings{DoViGeMaBa08,
author = {Michael Dorr and Eleonora Vig and Karl R. Gegenfurtner and Thomas Martinetz and Erhardt Barth},
title = {Eye movement modelling and gaze guidance},
booktitle = {Fourth International Workshop on Human-Computer Conversation},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViGeMaBa08.pdf}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Learning data representations with Sparse Coding Neural Gas. in Proceedings of the 16th European Symposium on Artificial Neural Networks, pp. 233-238, D-Side Publishers, 2008

@inproceedings{LaBaMa08,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {Learning data representations with Sparse Coding Neural Gas},
booktitle = {Proceedings of the 16th European Symposium on Artificial Neural Networks},
publisher = {D-Side Publishers},
year = {2008},
editor = {Michel Verleysen},
pages = {233--238},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa08.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
}

Christoph S. Garbe and Kai Krajsek and Pavel Pavlov and Björn Andres and Matthias Mühlich and Ingo Stuke and Cicero Mota and Martin Böhme and Martin Haker and Tobias Schuchert and Hanno Scharr and Til Aach and Erhardt Barth and Rudolf Mester and Bernd Jähne: Nonlinear analysis of multi-dimensional signals: local adaptive estimation of complex motion and orientation patterns. in Mathematical Methods in Time Series Analysis and Digital Image Processing, pp. 231-288, Springer, 2008

@incollection{GaKrPaAn08,
editor = {Rainer Dahlhaus and J{\"u}rgen Kurths and Peter Maa{\ss} and Jens Timmer},
booktitle = {Mathematical Methods in Time Series Analysis and Digital Image Processing},
series = {Understanding Complex Systems},
author = { Christoph S. Garbe and Kai Krajsek and Pavel Pavlov and Bj{\"o}rn Andres and Matthias M{\"u}hlich and Ingo Stuke and Cicero Mota and Martin B{\"o}hme and Martin Haker and Tobias Schuchert and Hanno Scharr and Til Aach and Erhardt Barth and Rudolf Mester and Bernd J{\"a}hne},
pages = {231--288},
isbn = {978-3-540-75631-6},
title = {Nonlinear analysis of multi-dimensional signals: local adaptive estimation of complex motion and orientation patterns},
publisher = {Springer},
year = {2008}
}

Martin Haker and Martin Böhme and Thomas Martinetz and Erhardt Barth: Scale-Invariant Range Features for Time-of-Flight Camera Applications. in CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV), pp. 1-6, 2008

@inproceedings{HaBoMaBa08,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {{S}cale-{I}nvariant {R}ange {F}eatures for {T}ime-of-{F}light {C}amera {A}pplications},
booktitle = {CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV)},
pages = {1--6},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa08.pdf}
}

Martin Böhme and Martin Haker and Thomas Martinetz and Erhardt Barth: Shading Constraint Improves Accuracy of Time-of-Flight Measurements. in CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV), 2008

@inproceedings{BoHaMaBa08,
author = {Martin B{\"o}hme and Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {Shading Constraint Improves Accuracy of Time-of-Flight Measurements},
booktitle = {CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV)},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaMaBa08.pdf}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Simple Method for High-Performance Digit Recognition Based on Sparse Coding. IEEE Transactions on Neural Networks, no. 19, pp. 1985-1989, 2008

@article{LaBaMa08c,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {IEEE Transactions on Neural Networks},
title = {Simple {M}ethod for {H}igh-{P}erformance {D}igit {R}ecognition {B}ased on {S}parse {C}oding},
year = {2008},
volume = {19},
number = {11},
pages = {1985--1989},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa08c.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/DigitRecognition.html}
}

Kai Labusch and Erhardt Barth and Thomas Martinetz: Sparse Coding Neural Gas for the Separation of Noisy Overcomplete Sources. in Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II, no. 5163, pp. 788-797, Springer, 2008

@inproceedings{LaBaMa08b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {{S}parse {C}oding {N}eural {G}as for the {S}eparation of {N}oisy {O}vercomplete {S}ources},
pages = {788--797},
editor = {Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k},
booktitle = {Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {5163},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa08b.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
}

Andreas Kolb and Erhardt Barth and Reinhard Koch: ToF Sensors: New Dimensions for Realism and Interactivity. in CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV), 2008

@inproceedings{KoBaKo08,
author = {Andreas Kolb and Erhardt Barth and Reinhard Koch},
title = {{T}o{F} {S}ensors: {N}ew {D}imensions for {R}ealism and {I}nteractivity},
booktitle = {CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV)},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KoBaKo08.pdf}
}

2007

Michael Dorr and Martin Böhme and Thomas Martinetz and Erhardt Barth: Gaze beats mouse: a case study. in The 3rd Conference on Communication by Gaze Interaction - COGAIN 2007, Leicester, UK, pp. 16-19, 2007

@inproceedings{DoBoMaBa07,
author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Gaze beats mouse: a case study},
booktitle = {The 3rd Conference on Communication by Gaze Interaction - COGAIN 2007, Leicester, UK},
year = {2007},
pages = {16--19},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa07.pdf}
}

Martin Haker and Martin Böhme and Thomas Martinetz and Erhardt Barth: Geometric Invariants for Facial Feature Tracking with 3D TOF Cameras. in Proceedings of the IEEE International Symposium on Signals, Circuits & Systems (ISSCS), no. 1, pp. 109-112, Iasi, Romania, 2007

@inproceedings{HaBoMaBa07,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Geometric Invariants for Facial Feature Tracking with 3{D} {TOF} Cameras},
booktitle = {Proceedings of the {IEEE} {I}nternational {S}ymposium on {S}ignals, {C}ircuits \& {S}ystems ({ISSCS})},
address = {Iasi, Romania},
volume = {1},
pages = {109--112},
year = {2007},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa07.pdf}
}

Kai Labusch and Udo Siewert and Thomas Martinetz and Erhardt Barth: Learning optimal features for visual pattern recognition. in Human Vision and Electronic Imaging XII, no. 6492, Proceedings of SPIE, 2007

@inproceedings{LaSiMaBa07,
author = {Kai Labusch and Udo Siewert and Thomas Martinetz and Erhardt Barth},
title = {Learning optimal features for visual pattern recognition},
booktitle = {Human Vision and Electronic Imaging XII},
publisher = {Proceedings of SPIE},
year = {2007},
volume = {6492},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Scott J. Daly},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaSiMaBa07.pdf}
}

2006

André Meyer and Martin Böhme and Thomas Martinetz and Erhardt Barth: A Single-Camera Remote Eye Tracker. in Perception and Interactive Technologies, no. 4021, pp. 208-211, Springer, 2006

@inproceedings{MeBoMaBa06,
author = {Andr{\'e} Meyer and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {A {S}ingle-{C}amera {R}emote {E}ye {T}racker},
booktitle = {Perception and Interactive Technologies},
series = {Lecture Notes in Artificial Intelligence},
publisher = {Springer},
volume = {4021},
pages = {208--211},
year = {2006},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MeBoMaBa06.pdf}
}

Til Aach and Cicero Mota and Ingo Stuke and Matthias Mühlich and Erhardt Barth: Analysis of Superimposed Oriented Patterns. IEEE Transactions on Image Processing, no. 15, pp. 3690-3700, 2006

@article{AaMoStMuBa06,
author = {Til Aach and Cicero Mota and Ingo Stuke and Matthias M{\"u}hlich and Erhardt Barth},
title = {Analysis of Superimposed Oriented Patterns},
journal = {IEEE Transactions on Image Processing},
volume = {15},
number = {12},
pages = {3690--3700},
year = {2006},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AaMoStMuBa06.pdf}
}

Ingo Stuke and Erhardt Barth and Cicero Mota: Estimation of Multiple Orientations and Multiple Motions in Multi-Dimensional Signals. in IEEE XIX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI`06), pp. 341-348, 2006

@inproceedings{StBaMo06,
author = {Ingo Stuke and Erhardt Barth and Cicero Mota},
title = {Estimation of {M}ultiple {O}rientations and {M}ultiple {M}otions in {M}ulti-{D}imensional {S}ignals},
booktitle = {IEEE XIX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'06)},
pages = {341--348},
year = {2006},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StBaMo06.pdf}
}

Martin Böhme and Michael Dorr and Christopher Krause and Thomas Martinetz and Erhardt Barth: Eye Movement Predictions on Natural Videos. Neurocomputing, no. 69, pp. 1996-2004, 2006,

@article{BoDoKrMaBa06,
author = {Martin B{\"o}hme and Michael Dorr and Christopher Krause and Thomas Martinetz and Erhardt Barth},
title = {Eye Movement Predictions on Natural Videos},
journal = {Neurocomputing},
year = 2006,
volume = {69},
number = {16--18},
pages = {1996--2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoDoKrMaBa06.pdf}
}

Michael Dorr and Martin Böhme and Thomas Martinetz and Erhardt Barth: Gaze-Contingent Spatio-Temporal Filtering in a Head-Mounted Display. in Perception and Interactive Technologies, no. 4021, pp. 205-207, Springer, 2006

@inproceedings{DoBoMaBa06a,
author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Gaze-Contingent Spatio-Temporal Filtering in a Head-Mounted Display},
booktitle = {Perception and Interactive Technologies},
series = {Lecture Notes in Artificial Intelligence},
publisher = {Springer},
volume = {4021},
pages = {205--207},
year = {2006},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa06a.pdf}
}

Martin Böhme and Michael Dorr and Thomas Martinetz and Erhardt Barth: Gaze-Contingent Temporal Filtering of Video. in Proceedings of Eye Tracking Research & Applications (ETRA), pp. 109-115, 2006,

@inproceedings{BoDoMaBa06,
comment = {This is the entry that should appear on websites and that includes a copyright notice. For a citation in a paper, use item BoDoMaBa06 instead.},
author = {Martin B{\"o}hme and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {Gaze-Contingent Temporal Filtering of Video},
booktitle = {Proceedings of Eye Tracking Research \& Applications (ETRA)},
year = 2006,
pages = {109--115},
note = {\copyright\ ACM, 2006. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in Eye Tracking Research \& Applications 2006, San Diego, California, 27-29 March 2006. http://doi.acm.org/10.1145/1117309.1117353},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoDoMaBa06.pdf}
}

Erhardt Barth and Michael Dorr and Martin Böhme and Karl R Gegenfurtner and Thomas Martinetz: Guiding Eye Movements for Better Communication and Augmented Vision. in Perception and Interactive Technologies, no. 4021, pp. 1-8, Springer, 2006

@inproceedings{BaDoBoGeMa06a,
author = {Erhardt Barth and Michael Dorr and Martin B{\"o}hme and Karl R Gegenfurtner and Thomas Martinetz},
title = {Guiding Eye Movements for Better Communication and Augmented Vision},
booktitle = {Perception and Interactive Technologies},
series = {Lecture Notes in Artificial Intelligence},
publisher = {Springer},
volume = {4021},
pages = {1--8},
year = {2006},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDoBoGeMa06a.pdf}
}

Erhardt Barth and Michael Dorr and Martin Böhme and Karl R. Gegenfurtner and Thomas Martinetz: Guiding the mind`s eye: improving communication and vision by external control of the scanpath. in Human Vision and Electronic Imaging, no. 6057, 2006

@inproceedings{BaDoBoGeMa06,
author = {Erhardt Barth and Michael Dorr and Martin B{\"o}hme and Karl R. Gegenfurtner and Thomas Martinetz},
title = {Guiding the mind's eye: improving communication and vision by external control of the scanpath},
booktitle = {Human Vision and Electronic Imaging},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Scott J. Daly},
series = {Proc. SPIE},
volume = {6057},
year = {2006},
note = {Invited contribution for a special session on Eye Movements, Visual Search, and Attention: a Tribute to Larry Stark.},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDoBoGeMa06.pdf}
}

Martin Böhme and André Meyer and Thomas Martinetz and Erhardt Barth: Remote Eye Tracking: State of the Art and Directions for Future Development. in The 2nd Conference on Communication by Gaze Interaction - COGAIN 2006, Turin, Italy, pp. 10-15, 2006

@inproceedings{BoMeMaBa06,
author = {Martin B{\"o}hme and Andr{\'e} Meyer and Thomas Martinetz and Erhardt Barth},
title = {Remote Eye Tracking: State of the Art and Directions for Future Development},
booktitle = {The 2nd Conference on Communication by Gaze Interaction -- COGAIN 2006, Turin, Italy},
pages = {10--15},
year = {2006},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoMeMaBa06.pdf}
}

Cicero Mota and Ingo Stuke and Erhardt Barth: The Intrinsic Dimension of Multispectral Images. in MICCAI Workshop on Biophotonics Imaging for Diagnostics and Treatment, pp. 93-100, 2006

@inproceedings{MoStBa06,
author = {Cicero Mota and Ingo Stuke and Erhardt Barth},
title = {The {I}ntrinsic {D}imension of {M}ultispectral {I}mages},
booktitle = {MICCAI Workshop on Biophotonics Imaging for Diagnostics and Treatment},
pages = {93--100},
year = {2006},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStBa06.pdf}
}

2005

Martin Böhme and Erhardt Barth: Challenges in Single-Camera Remote Eye-Tracking. in 1st Conference on Communication by Gaze Interaction (COGAIN), Copenhagen, Denmark, 2005

@inproceedings{BoBa05,
author = {Martin B{\"o}hme and Erhardt Barth},
title = {{C}hallenges in {S}ingle-{C}amera {R}emote {E}ye-{T}racking},
booktitle = {1st Conference on Communication by Gaze Interaction (COGAIN), Copenhagen, Denmark},
year = {2005},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoBa05.pdf}
}

E. Barth: Die intrinsische Dimension in der visuellen Informationsverarbeitung. 2005

@misc{Bart05,
author = {E. Barth},
title = {Die intrinsische {D}imension in der visuellen {I}nformationsverarbeitung},
year = {2005},
note = {Habilitationsschrift an der Universit{\"a}t zu L{\"u}beck},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Bart05.pdf}
}

C. Mota and I. Stuke and T. Aach and E. Barth: Divide-and-Conquer Strategies for Estimating Multiple Transparent Motions. in Complex Motion. Proceedings of the 1st International Workshop on Complex Motion, Schloss Reisensburg, Germany, Oct. 2004 . Lecture Notes on Computer Science, LNCS, no. 3417, pp. 66-78, Springer, Berlin, 2005

@inproceedings{MoStAaBa05a,
author = {C. Mota and I. Stuke and T. Aach and E. Barth},
title = {{D}ivide-and-{C}onquer {S}trategies for {E}stimating {M}ultiple {T}ransparent {M}otions},
booktitle = {Complex Motion. Proceedings of the 1st International Workshop on Complex Motion, Schloss Reisensburg, Germany, Oct. 2004 . Lecture Notes on Computer Science, LNCS},
editor = {B. J{\"a}hne and R. Mester and E. Barth and H. Scharr},
address = {Berlin},
publisher = {Springer},
volume = {3417},
pages = {66--78},
year = {2005},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStAaBa05a.pdf}
}

C. Cudalbu and B. Anastasiu and R. Radu and R. Cruceanu and E. Schmidt and E. Barth: Driver Monitoring with a Single High-Speed Camera and IR Illumination. in ISSCS 2005 International Symposium on Signals, Circuits and Systems, Proceedings, no. 1, pp. 219-222, 2005

@inproceedings{CuAnRaCrSchBa05,
author = {C. Cudalbu and B. Anastasiu and R. Radu and R. Cruceanu and E. Schmidt and E. Barth},
title = {{D}river {M}onitoring with a {S}ingle {H}igh-{S}peed {C}amera and {IR} {I}llumination},
booktitle = {ISSCS 2005 International Symposium on Signals, Circuits and Systems, Proceedings},
pages = {219--222},
volume = {1},
year = {2005}
}

H. Scharr and I. Stuke and C. Mota and E. Barth: Estimation of Transparent Motions with Physical Models for Additional Brightness Variation. in European Signal Pocessing Conference 2005, pp. CD, 2005

@inproceedings{ScStMoBa05,
author = {H. Scharr and I. Stuke and C. Mota and E. Barth},
title = {{E}stimation of {T}ransparent {M}otions with {P}hysical {M}odels for {A}dditional {B}rightness {V}ariation},
booktitle = {European Signal Pocessing Conference 2005},
pages = {CD},
year = {2005},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScStMoBa05.pdf}
}

C. Cudalbu and B. Anastasiu and H. Grecu and E. Barth: Fully automatic, realtime head-pose estimation using stereo vision. in International Conference On Control Systems and Computer Science, no. 2, pp. 920-925, 2005

@inproceedings{CuAnGrBa05,
author = {C. Cudalbu and B. Anastasiu and H. Grecu and E. Barth},
title = {{F}ully automatic, realtime head-pose estimation using stereo vision},
booktitle = {International Conference On Control Systems and Computer Science},
pages = {920--925},
volume = {2},
year = {2005}
}

P. Lukowicz and E. Barth and J. T. Kim: Organic Architectures for Large-Scale Environment-Aware Sensor Networks. in Proceedings of the Workshop on Self-Organization and Emergence 2005, pp. 131-139, 2005

@inproceedings{LuBaKi05,
author = {P. Lukowicz and E. Barth and J. T. Kim},
title = {{O}rganic {A}rchitectures for {L}arge-{S}cale {E}nvironment-{A}ware {S}ensor {N}etworks},
booktitle = {Proceedings of the Workshop on Self-Organization and Emergence 2005},
pages = {131--139},
year = {2005},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LuBaKi05.pdf}
}

Michael Dorr and Martin Böhme and Thomas Martinetz and Erhardt Barth: Predicting, analysing, and guiding eye movements. in Neural Information Processing Systems Conference (NIPS 2005), Workshop on Machine Learning for Implicit Feedback and User Modeling, 2005

@inproceedings{DoBoMaBa05b,
author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Predicting, analysing, and guiding eye movements},
booktitle = {Neural Information Processing Systems Conference (NIPS 2005), Workshop on Machine Learning for Implicit Feedback and User Modeling},
year = {2005},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa05b.pdf}
}

C. Mota and I. Stuke and T. Aach and E. Barth: Spatial and spectral analysis of occluded motions. Signal Processing: Image Communication. Elsevier Science, no. 20-6, pp. 529-536, 2005

@article{MoStAaBa05b,
author = {C. Mota and I. Stuke and T. Aach and E. Barth},
title = {Spatial and spectral analysis of occluded motions},
journal = {Signal Processing: Image Communication. Elsevier Science},
volume = {20-6},
pages = {529--536},
year = {2005},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStAaBa05b.pdf}
}

Michael Dorr and Martin Böhme and Thomas Martinetz and Erhardt Barth: Visibility of temporal blur on a gaze-contingent display. in APGV 2005 ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization, pp. 33-36, 2005

@inproceedings{DoBoMaBa05,
author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Visibility of temporal blur on a gaze-contingent display},
booktitle = {APGV 2005 ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization},
pages = {33--36},
year = {2005},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa05.pdf}
}

2004

I. Stuke and T. Aach and E. Barth and C. Mota: Analysing Superimposed Oriented Patterns. in 6th IEEE Southwest Symposium on Image Analysis and Interpretation, Lake Tahoe, NV, March 28-30, 2004, pp. 133-137, 2004

@inproceedings{StAaBaMo04,
author = {I. Stuke and T. Aach and E. Barth and C. Mota},
title = {Analysing {S}uperimposed {O}riented {P}atterns},
booktitle = {6th IEEE Southwest Symposium on Image Analysis and Interpretation, Lake Tahoe, NV, March 28-30, 2004},
pages = {133--137},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo04.pdf}
}

Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth: Analysis and synthesis of motion patterns using the projective plane. in Human Vision and Electronic Imaging Conference IX, no. 5292, pp. 174-181, 2004

@inproceedings{MoDoStBa04b,
author = {Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth},
title = {Analysis and synthesis of motion patterns using the projective plane},
booktitle = {Human Vision and Electronic Imaging Conference IX},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas},
series = {Proceedings of SPIE},
volume = {5292},
pages = {174--181},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoDoStBa04b.pdf}
}

Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth: Categorization of Transparent-Motion Patterns Using the Projective Plane. International Journal of Computer and Information Science, no. 5, pp. 129-140, 2004

@article{MoDoStBa04a,
author = {Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth},
journal = {International Journal of Computer and Information Science},
number = {2},
pages = {129--140},
title = {Categorization of {T}ransparent-{M}otion {P}atterns {U}sing the {P}rojective {P}lane},
volume = {5},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoDoStBa04a.pdf}
}

T. Aach and I. Stuke and C. Mota and E. Barth: Estimation of Multiple Local Orientations in Image Signals. in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2004, no. 3, pp. 553-556, Montreal, Canada, 2004

@inproceedings{AaStMoBa04,
author = {T. Aach and I. Stuke and C. Mota and E. Barth},
title = {Estimation of {M}ultiple {L}ocal {O}rientations in {I}mage {S}ignals},
booktitle = {Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2004},
note = {May 17--21},
volume = {3},
address = {Montreal, Canada},
pages = {553--556},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AaStMoBa04.pdf}
}

Ingo Stuke and Til Aach and Erhardt Barth and Cicero Mota: Estimation of multiple motions using block-matching and Markov random fields. in Visual Communications and Image Processing 2004, IS&T/SPIE 16th Annual Symposium Electronic Imaging, Proceedings of SPIE, no. 5308, pp. 486-496, San Jose, California, 2004

@inproceedings{StAaBaMo04a,
author = {Ingo Stuke and Til Aach and Erhardt Barth and Cicero Mota},
title = {Estimation of multiple motions using block-matching and {M}arkov random fields},
editor = {S. Panchanathan and B. Vasudev},
booktitle = {Visual Communications and Image Processing 2004, IS\&T/SPIE 16th Annual Symposium Electronic Imaging, Proceedings of SPIE},
address = {San Jose, California},
volume = {5308},
pages = {486--496},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo04a.pdf}
}

C. Mota and I. Stuke and T. Aach and E. Barth: Estimation of multiple orientations at corners and junctions. in 26th Pattern Recognition Symposium (DAGM`04), Tübingen, pp. 163-170, 2004

@inproceedings{MoStAaBa04,
author = {C. Mota and I. Stuke and T. Aach and E. Barth},
title = {Estimation of multiple orientations at corners and junctions},
booktitle = {26th Pattern Recognition Symposium (DAGM'04), T{\"u}bingen},
pages = {163--170},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStAaBa04.pdf}
}

C. Mota and T. Aach and I. Stuke and E. Barth: Estimation of multiple orientations in multi-dimensional signals. in IEEE International Conference on Image Processing, pp. 2665-2668, 2004

@inproceedings{MoAaStBa04,
author = {C. Mota and T. Aach and I. Stuke and E. Barth},
title = {Estimation of multiple orientations in multi-dimensional signals},
booktitle = {IEEE International Conference on Image Processing},
pages = {2665--2668},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoAaStBa04.pdf}
}

Martin Böhme and Christopher Krause and Erhardt Barth and Thomas Martinetz: Eye Movement Predictions Enhanced by Saccade Detection. in Brain Inspired Cognitive Systems, pp. CD, 2004

@inproceedings{BoKrBaMa04,
author = {Martin B{\"o}hme and Christopher Krause and Erhardt Barth and Thomas Martinetz},
title = {Eye {M}ovement {P}redictions {E}nhanced by {S}accade {D}etection},
booktitle = {Brain Inspired Cognitive Systems},
isbn = {1 85769 199 7},
pages = {CD},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoKrBaMa04.pdf}
}

Michael Dorr and Thomas Martinetz and Karl Gegenfurtner and Erhardt Barth: Guidance of Eye Movements on a Gaze-Contingent Display. in Dynamic Perception Workshop of the GI Section ``Computer Vision``, pp. 89-94, 2004

@inproceedings{DoMaGeBa04a,
author = {Michael Dorr and Thomas Martinetz and Karl Gegenfurtner and Erhardt Barth},
title = {Guidance of Eye Movements on a Gaze-Contingent Display},
booktitle = {Dynamic Perception Workshop of the GI Section {``}Computer Vision{''}},
editor = {Uwe J. Ilg and Heinrich H. B{\"u}lthoff and Hanspeter A. Mallot},
pages = {89--94},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoMaGeBa04a.pdf}
}

T. Aach and E. Barth and C. Mayntz: Motion-compensated defect interpolation for flat-panel detectors. in SPIE Medical Imaging 2004: Image Processing, no. 5370, pp. 1352-1363, 2004

@inproceedings{AaBaMa04,
author = {T. Aach and E. Barth and C. Mayntz},
title = {Motion-compensated defect interpolation for flat-panel detectors},
booktitle = {SPIE Medical Imaging 2004: Image Processing},
volume = {5370},
pages = {1352--1363},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AaBaMa04.pdf}
}

M. Haker and C. Mota and E. Barth: Multiple Motions in the Projective Plane. in 7th Tübingen Perception Conference, pp. 177, Knirsch Verlag, Kirchentellinsfurt, 2004

@inproceedings{HaMoBa04,
author = {M. Haker and C. Mota and E. Barth},
title = {Multiple {M}otions in the {P}rojective {P}lane},
booktitle = {7th T{\"u}bingen Perception Conference},
publisher = {Knirsch Verlag},
address = {Kirchentellinsfurt},
pages = {177},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaMoBa04.pdf}
}

I. Stuke and T. Aach and E. Barth and C. Mota: Multiple-Motion-Estimation by Block-matching using MRF. International Journal of Computer & Information Science, no. 5, pp. 141-152, 2004

@article{StAaBaMo04b,
author = {I. Stuke and T. Aach and E. Barth and C. Mota},
title = {Multiple-{M}otion-{E}stimation by {B}lock-matching using {MRF}},
journal = {International Journal of Computer \& Information Science},
volume = {5},
number = {1},
pages = {141--152},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo04b.pdf}
}

Martin Böhme and Christopher Krause and Thomas Martinetz and Erhardt Barth: Saliency Extraction for Gaze-Contingent Displays. in Proceedings of the 34th GI-Jahrestagung, no. 2, pp. 646-650, 2004

@inproceedings{BoKrMaBa04,
author = {Martin B{\"o}hme and Christopher Krause and Thomas Martinetz and Erhardt Barth},
title = {Saliency {E}xtraction for {G}aze-{C}ontingent {D}isplays},
booktitle = {Proceedings of the 34th GI-Jahrestagung},
volume = {2},
pages = {646--650},
note = {Workshop on Organic Computing},
year = {2004},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoKrMaBa04.pdf}
}

2003

Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth: Categorization of Transparent-Motion Patterns Using the Projective Plane. in Proceedings of the ACIS Fourth International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD`03), pp. 363-369, International Association for Computer and Information Science, 10, 2003

@inproceedings{MoDoStBa03,
author = {Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth},
booktitle = {Proceedings of the ACIS Fourth International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD'03)},
editor = {Walter Dosch and Roger Y. Lee},
month = {10},
note = {ISBN 0-9700776-7-x},
pages = {363--369},
publisher = {International Association for Computer and Information Science},
title = {Categorization of {T}ransparent-{M}otion {P}atterns {U}sing the {P}rojective {P}lane},
year = {2003},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoDoStBa03.pdf}
}

Erhardt Barth and Ingo Stuke and Til Aach and Cicero Mota: Spatio-temporal motion estimation for transparency and occlusion. in Proc. IEEE Int. Conf. Image Processing, no. 3, pp. 69-72, IEEE Signal Processing Soc., Barcelona, Spain, 09, 2003

@inproceedings{BaStAaMo03,
author = {Erhardt Barth and Ingo Stuke and Til Aach and Cicero Mota},
title = {Spatio-temporal motion estimation for transparency and occlusion},
booktitle = {Proc. IEEE Int. Conf. Image Processing},
publisher = {IEEE Signal Processing Soc.},
address = {Barcelona, Spain},
month = {09},
pages = {69--72},
volume = {3},
year = {2003},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaStAaMo03.pdf}
}

Ingo Stuke and Til Aach and Cicero Mota and Erhardt Barth: Linear and regularized solutions for multiple motions. in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing, no. III, pp. 157-160, IEEE Signal Processing Soc., Hong Kong, 04, 2003

@inproceedings{StAaMoBa03b,
address = {Hong Kong},
author = {Ingo Stuke and Til Aach and Cicero Mota and Erhardt Barth},
title = {Linear and regularized solutions for multiple motions},
editor = {Bhaskaran Vasudev and T Russell Hsing and Andrew G Tescher and Touradj Ebrahimi},
booktitle = {Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing},
organization = {SPIE},
publisher = {IEEE Signal Processing Soc.},
pages = {157--160},
series = {Proceedings of SPIE},
volume = {III},
month = {04},
note = {Conference was canceled due to SARS},
year = {2003},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaMoBa03b.pdf}
}

E Barth and J Drewes and T Martinetz: Dynamic predictions of tracked gaze. in Seventh International Symposium on Signal Processing and its Applications, Paris, 2003

@inproceedings{BaDrMa03a,
author = {E Barth and J Drewes and T Martinetz},
title = {Dynamic predictions of tracked gaze},
booktitle = {Seventh International Symposium on Signal Processing and its Applications},
year = {2003},
address = {Paris},
note = {Special Session on Foveated Vision in Image and Video Processing},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDrMa03a.pdf}
}

Ingo Stuke and Til Aach and Erhardt Barth and Cicero Mota: Estimation of Multiple Motions by Block Matching. in Proceedings of the ACIS 4th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD`03), Lübeck, Germany, October 16-18, 2003, pp. 358-362, 2003

@inproceedings{StAaBaMo03,
author = {Ingo Stuke and Til Aach and Erhardt Barth and Cicero Mota},
title = {Estimation of {M}ultiple {M}otions by {B}lock {M}atching},
editor= {W. Dosch and R. Y. Lee},
booktitle = {Proceedings of the ACIS 4th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD'03), L{\"u}beck, Germany, October 16-18, 2003},
pages = {358--362},
year = {2003},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo03.pdf}
}

I. Stuke and T. Aach and C. Mota and E. Barth: Estimation of multiple motions: regularization and performance evaluation. in Image and Video Communications and Processing 2003, Proceedings of SPIE, no. 5022, pp. 75-86, 2003

@inproceedings{StAaMoBa03,
author = {I. Stuke and T. Aach and C. Mota and E. Barth},
title = {Estimation of multiple motions: regularization and performance evaluation},
booktitle = {Image and Video Communications and Processing 2003, Proceedings of SPIE},
editor = {B. Vasudev and T. R. Hsing and A. G. Tescher and T. Ebrahimi},
volume = {5022},
pages = {75--86},
year = {2003},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaMoBa03.pdf}
}

Erhardt Barth and Jan Drewes and Thomas Martinetz: Individual predictions of eye-movements with dynamic scenes. in Electronic Imaging 2003, no. 5007, pp. 252-259, 2003

@inproceedings{BaDrMa03,
author = {Erhardt Barth and Jan Drewes and Thomas Martinetz},
booktitle = {Electronic Imaging 2003},
editor = {Bernice E Rogowitz and Thrasyvoulos N Pappas},
organization = {SPIE},
title = {Individual predictions of eye-movements with dynamic scenes},
volume = {5007},
pages = {252--259},
year = {2003},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/ei2003.html}
}

Madany Mamlouk, A. and Kim, J. T. and Barth, E. and Brauckmann, M. and Martinetz, T.: One-Class Classification with Subgaussians. in Pattern Recognition (DAGM 2003), no. 2781, pp. 346-353, Springer-Verlag Berlin Heidelberg, 2003

@inproceedings{MaKiBaBrMa03,
author = {Madany Mamlouk, A. and Kim, J. T. and Barth, E. and Brauckmann, M. and Martinetz, T.},
year = {2003},
title = {{O}ne-{C}lass {C}lassification with {S}ubgaussians},
editor = {B. Michaelis and G. Krell},
booktitle = {Pattern Recognition (DAGM 2003)},
volume = {2781},
series = {LNCS},
pages = {346--353},
publisher = {Springer-Verlag Berlin Heidelberg},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaKiBaBrMa03.pdf}
}

2002

Erhardt Barth and Ingo Stuke and Cicero Mota: Analysis of motion and curvature in image sequences. in Proc. IEEE Southwest Symp. Image Analysis and Interpretation, pp. 206-210, IEEE Computer Press, Santa Fe, NM, 04, 2002

@inproceedings{BaStMo02,
author = {Erhardt Barth and Ingo Stuke and Cicero Mota},
title = {Analysis of motion and curvature in image sequences},
booktitle = {Proc. IEEE Southwest Symp. Image Analysis and Interpretation},
month = {04},
day = {7--9},
publisher = {IEEE Computer Press},
address = {Santa Fe, NM},
pages = {206--210},
year = {2002},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/barth_ssiai02.pdf}
}

E. Barth and T. Martinetz: Information technology for active perception. in 8th Annual German-American Beckman Frontiers of Science Symposium, 2002

@inproceedings{BaMa02,
author = {E. Barth and T. Martinetz},
title = {Information technology for active perception},
booktitle = {8th Annual German-American Beckman Frontiers of Science Symposium},
year = {2002},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaMa02.pdf},
note = {Poster in PDF}
}

2001

Cicero Mota and Ingo Stuke and Erhardt Barth: Analytic solutions for multiple motions. in Proc. IEEE Int. Conf. Image Processing, no. II, pp. 917-920, IEEE Signal Processing Soc., Thessaloniki, Greece, 10, 2001

@inproceedings{MoStBa01,
address = {Thessaloniki, Greece},
author = {Cicero Mota and Ingo Stuke and Erhardt Barth},
booktitle = {Proc. IEEE Int. Conf. Image Processing},
month = {10},
pages = {917--920},
publisher = {IEEE Signal Processing Soc.},
title = {Analytic solutions for multiple motions},
volume = {II},
year = {2001},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStBa01.pdf}
}

P. Stoerig and E. Barth: A Note on (K)Nots: Response to Robert W. Kentridge`s Commentary. Consciousness and Cognition, no. 10, pp. 591-593, 2001

@article{StBa01a,
author = {P. Stoerig and E. Barth},
title = {A {N}ote on ({K}){N}ots: {R}esponse to {R}obert {W}. {K}entridge's {C}ommentary},
journal = {Consciousness and Cognition},
volume = {10},
pages = {591--593},
year = {2001}
}

I. Rentschler and E. Barth: Bilder im Kopf oder vom Ursprung des Schönen. in Welten im Kopf. Texte zum Imaginativen Lernen, Kallwey Verlag, Hamburg, 2001

@inproceedings{ReBa01,
author = {I. Rentschler and E. Barth},
title = {{B}ilder im {K}opf oder vom {U}rsprung des {S}ch{\"o}nen},
editor = {I. Rentschler and E. Madelung and P. Fauser},
booktitle = {Welten im Kopf. Texte zum Imaginativen Lernen},
publisher = {Kallwey Verlag},
address = {Hamburg},
year = {2001}
}

E. Barth and M. Ferraro and C. Zetsche: Global topological properties of images derived from local curvature features. in Visual Form 2001. Lecture Notes in Computer Science, pp. 285-294, 2001

@inproceedings{BaFeZe01,
author = {E. Barth and M. Ferraro and C. Zetsche},
title = {Global topological properties of images derived from local curvature features},
editor = {C. Arcelli and L. P. Cordella and G. Sanniti di Baja},
booktitle = {Visual Form 2001. Lecture Notes in Computer Science},
pages = {285--294},
year = {2001},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaFeZe01.pdf}
}

E. Barth: Information technology for active perception: Itap. in First GRP-Symposium, Sehen und Aufmerksamkeit im Alter, Benediktbeuren, December 2001, 2001

@inproceedings{Bart01,
author = {E. Barth},
title = {Information technology for active perception: {I}tap},
booktitle = {First GRP-Symposium, Sehen und Aufmerksamkeit im Alter, Benediktbeuren, December 2001},
year = {2001},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Bart01.pdf}
}

P. Stoerig and E. Barth: Low-level phenomenal vision despite unilateral destruction of primary visual cortex. Consciousness and Cognition, no. 10, pp. 574-587, 2001

@article{StBa01,
author = {P. Stoerig and E. Barth},
title = {Low-level phenomenal vision despite unilateral destruction of primary visual cortex},
journal = {Consciousness and Cognition},
volume = {10},
pages = {574--587},
year = {2001},
url = {https://www.inb.uni-luebeck.de/~barth/demos/gy},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StBa01.pdf}
}

Michael Dorr and Ingo Stuke and Cicero Mota and Erhardt Barth: Mathematical and perceptual analysis of multiple motions. in TWK 2001 Beiträge zur 4. Tübinger Wahrnehmungskonferenz, pp. 174, 2001

@inproceedings{DoStMoBa01,
author = {Michael Dorr and Ingo Stuke and Cicero Mota and Erhardt Barth},
booktitle = {TWK 2001 Beitr{\"a}ge zur 4. T{\"u}binger Wahrnehmungskonferenz},
editor = {Heinrich H. B{\"u}lthoff and Karl R. Gegenfurtner and Hanspeter A. Mallot and Rolf Ulrich},
pages = {174},
title = {Mathematical and perceptual analysis of multiple motions},
year = {2001},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoStMoBa01.pdf}
}

2000

E. Barth and A. B. Watson: A geometric framework for nonlinear visual coding. Optics Express, no. 7, pp. 155-165, 2000

@article{BaWa00,
author = {E. Barth and A. B. Watson},
title = {A geometric framework for nonlinear visual coding},
journal = {Optics Express},
volume = {7},
number = {4},
pages = {155--165},
year = {2000},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaWa00.pdf}
}

E. Barth: A geometric view on early and middle level visual coding. Spatial Vision, no. 13, pp. 193-199, 2000,

@Article{Bart00c,
author = {E. Barth},
title = {A geometric view on early and middle level visual coding},
journal = {Spatial Vision},
volume = {13},
number = {2--3},
pages = {193--199},
year = 2000,
note = {Special Issue on Object Recognition and Image Understanding by Brain and Machines},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/badhomburg.html}
}

V. Srinivasan and S. W. Zhang and J. S. Chahl and E. Barth and S. Venkatesh: How honeybees make grazing landings on flat surfaces. Biological Cybernetics, no. 83, pp. 171-183, 2000

@article{SrZhChBaVe00,
author = {V. Srinivasan and S. W. Zhang and J. S. Chahl and E. Barth and S. Venkatesh},
title = {How honeybees make grazing landings on flat surfaces},
journal = {Biological Cybernetics},
year = {2000},
volume = {83},
number = {3},
pages = {171--183},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/srini.html}
}

E. Barth and M. Ferraro: On the geometric structure of spatio-temporal patterns. in Algebraic Frames for the Perception-Action Cycle, pp. 134-143, Springer Lecture Notes in Computer Science, Berlin, 2000

@inproceedings{BaFe00,
author = {E. Barth and M. Ferraro},
title = {On the geometric structure of spatio-temporal patterns},
booktitle = {Algebraic Frames for the Perception-Action Cycle},
editor = {G. Sommer and Y. Zeevi},
publisher = {Springer Lecture Notes in Computer Science},
address = {Berlin},
pages = {134--143},
year = {2000},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/afpac2000.html}
}

Cicero Mota and Erhardt Barth: On the uniqueness of curvature features. in Dynamische Perzeption, no. 9, pp. 175-178, Infix Verlag, Köln, 2000

@inproceedings{MoBa00,
author = {Cicero Mota and Erhardt Barth},
title = {On the uniqueness of curvature features},
editor = {G. Baratoff and H. Neumann},
booktitle = {Dynamische Perzeption},
publisher = {Infix Verlag},
address = {K{\"o}ln},
isbn = {3 89838 020 3},
series = {Proceedings in Artificial Intelligence},
volume = {9},
pages = {175--178},
year = {2000},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/ulm2000.html}
}

E. Barth: Spatio-temporal curvature and the visual coding of motion. in Neural Computation, Proceedings of the International ICSC Congress, Berlin, 2000,

@inproceedings{Bart00b,
author = {E. Barth},
title = {Spatio-temporal curvature and the visual coding of motion},
booktitle = {Neural Computation},
publisher = {Proceedings of the International ICSC Congress},
address = {Berlin},
year = 2000,
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/nc2000.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/nc2000.html}
}

E. Barth: The minors of the structure tensor. in Mustererkennung 2000, pp. 221-228, Springer, Berlin, 2000

@inproceedings{Bart00a,
author = {E. Barth},
title = {The minors of the structure tensor},
booktitle = {Mustererkennung 2000},
editor = {G. Sommer},
publisher = {Springer},
address = {Berlin},
pages = {221--228},
year = {2000},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/dagm2000.html}
}

1999

E. Barth: Bewegung als intrinsische Geometrie von Bildfolgen. in Mustererkennung 99, pp. 301-308, Springer, Berlin, Bonn, 1999,

@inproceedings{Bart99,
author = {E. Barth},
booktitle = {Mustererkennung 99},
editor = {W. F{\"o}rster and J. M. Buhmann and A. Faber and P. Faber},
pages = {301--308},
publisher = {Springer, Berlin},
address = {Bonn},
title = {Bewegung als intrinsische {G}eometrie von {B}ildfolgen},
year = 1999,
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/dagm99.html}
}

E. Barth and B. L. Beard and A. J. Ahumada Jr.: Nonlinear features in vernier acuity. in IS&T/SPIE Symposium on Human Vision and Electronic Imaging, no. 3644, 1999

@inproceedings{BaBeAh99,
author = {E. Barth and B. L. Beard and A. J. Ahumada Jr.},
title = {Nonlinear features in vernier acuity},
booktitle = {IS{\&}T/SPIE Symposium on Human Vision and Electronic Imaging},
volume = {3644},
year = {1999},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/spie99.html}
}

Ingo Rentschler and Erhardt Barth: Vom Vorteil der tätigen Veränderung bildlicher Vorstellungen. Kunstforum, no. 148, 1999

@article{ReBa99,
author = {Ingo Rentschler and Erhardt Barth},
journal = {Kunstforum},
title = {Vom {V}orteil der t{\"a}tigen {V}er{\"a}nderung bildlicher {V}orstellungen},
volume = {148},
year = {1999},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/kunstforum.html}
}

1998

Erhardt Barth and Christoph Zetzsche and Gerhard Krieger: Curvature Measures in Visual Information Processing. Open Systems and Information Dynamics, no. 5, pp. 25-39, 1998

@article{BaZeKr98,
author = {Erhardt Barth and Christoph Zetzsche and Gerhard Krieger},
journal = {Open Systems and Information Dynamics},
pages = {25--39},
title = {Curvature Measures in Visual Information Processing},
volume = {5},
year = {1998},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeKr98.html}
}

E. Barth and C. Zetzsche: Endstopped operators based on iterated nonlinear center-surround inhibition. in Human Vision and Electronic Imaging, no. 3299, pp. 67-78, Bellingham, WA, 1998

@inproceedings{BaZe98,
author = {E. Barth and C. Zetzsche},
title = {Endstopped operators based on iterated nonlinear center-surround inhibition},
booktitle = {Human Vision and Electronic Imaging},
editor = {Bernice E Rogowitz and Thrasyvoulos N Pappas},
address = {Bellingham, WA},
series = {Proc. SPIE},
volume = {3299},
pages = {67--78},
year = {1998},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZe98.html}
}

Erhardt Barth and Christoph Zetzsche and Ingo Rentschler: Intrinsic 2D features as textons. J Opt Soc Am A, no. 15, pp. 1723-1732, 1998

@article{BaZeRe98,
author = {Erhardt Barth and Christoph Zetzsche and Ingo Rentschler},
title = {Intrinsic {2D} features as textons},
journal = {J Opt Soc Am A},
volume = {15},
number = {7},
pages = {1723--1732},
year = {1998},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeRe98.html}
}

E. Barth and A. B. Watson: Nonlinear spatio-temporal model based on the geometry of the visual input. Investigative Ophtalmology and Visual Science, no. 39-4 (Supplement), pp. S-2110, 1998

@article{BaWa98,
author= {E. Barth and A. B. Watson},
title = {Nonlinear spatio-temporal model based on the geometry of the visual input},
journal = {Investigative Ophtalmology and Visual Science},
volume = {39--4 (Supplement)},
pages = {S-2110},
year = {1998},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/arvo98.html}
}

E. Barth and A. B. Watson: Nonlinear visual coding from an intrinsic-geometry perspective. in Optical Society of America Annual Meeting Technical Digest, October 1998, 1998

@inproceedings{BaWa98a,
author= {E. Barth and A. B. Watson},
title = {Nonlinear visual coding from an intrinsic-geometry perspective},
booktitle = {Optical Society of America Annual Meeting Technical Digest, October 1998},
year = {1998},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/osa98.html}
}

1997

G. Krieger and C. Zetzsche and E. Barth: Higher-order statistics of natural images and their exploitation by operators selective to intrinsic dimensionality. in 1997 IEEE Signal Processing Workshop on Higher-Order statistics, pp. 147-151, 1997

@inproceedings{KrZeBa97,
author = {G. Krieger and C. Zetzsche and E. Barth},
title = {Higher-order statistics of natural images and their exploitation by operators selective to intrinsic dimensionality},
booktitle = {1997 IEEE Signal Processing Workshop on Higher-Order statistics},
pages = {147--151},
year = {1997}
}

C. Zetzsche and E. Barth and G. Krieger and B. Wegmann: Neural network models and the visual cortex: The missing link between cortical orientation selectivity and the natural environment. Neuroscience Letters, no. 228, pp. 155-158, 1997

@article{ZeBaKrWe97,
author = {C. Zetzsche and E. Barth and G. Krieger and B. Wegmann},
title = {Neural network models and the visual cortex: {T}he missing link between cortical orientation selectivity and the natural environment},
journal = {Neuroscience Letters},
volume = {228},
number = {3},
pages = {155--158},
year = {1997},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ZeBaKrWe97.pdf}
}

1996

Ingo Rentschler and Erhardt Barth: Caos nella testa, ordine nell` immagine. in Fra ordine e caos, pp. 204-211, Cosmopoli, Roma, 1996

@inproceedings{ReBa96,
author = {Ingo Rentschler and Erhardt Barth},
title = {Caos nella testa, ordine nell' immagine},
editor = {M. F. Turno and E. Liotta and F. Orsucci},
booktitle = {Fra ordine e caos},
publisher = {Cosmopoli},
address = {Roma},
pages = {204--211},
year = {1996}
}

I. Rentschler and E. Barth and C. Zetzsche and M. Jüttner: Generalization of form in visual pattern classification. Spatial Vision, Special Issue on: Perceptual Learning and Adaption in Man and Machine: Part 2, no. 10, pp. 59-85, 1996

@article{ReBaZeJu96,
author = {I. Rentschler and E. Barth and C. Zetzsche and M. J{\"u}ttner},
title = {Generalization of form in visual pattern classification},
journal = {Spatial Vision, Special Issue on: Perceptual Learning and Adaption in Man and Machine: Part 2},
volume = {10},
number = {1},
pages = {59--85},
year = {1996}
}

I. Rentschler and E. Barth and C. Zetzsche and M. Jüttner: On the generalization of symmetry relations in visual pattern classification. in Human Symmetry Perception and its Computational Analysis, pp. 237-264, VSP, Utrecht, 1996

@inproceedings{ReBaZeJu96a,
author = {I. Rentschler and E. Barth and C. Zetzsche and M. J{\"u}ttner},
title = {On the generalization of symmetry relations in visual pattern classification},
editor = {C. Tyler},
booktitle = {Human Symmetry Perception and its Computational Analysis},
pages = {237--264},
publisher = {VSP},
address = {Utrecht},
year = {1996}
}

1995

E. Barth: Geometrische Analyse und iterative Synthese von Bildern. VDI Verlag, Düsseldorf, 1995

@book{Bart95,
author = {E. Barth},
title = {Geometrische {A}nalyse und iterative {S}ynthese von {B}ildern},
publisher = {VDI Verlag},
address = {D{\"u}sseldorf},
year = {1995},
note = {Reihe: Informatik/Kommunikationstechnik}
}

G. Krieger and C. Zetzsche and E. Barth: Nonlinear image operators for the detection of local intrinsic dimensionality. in Proc. IEEE Workshop Nonlinear Signal and Image Processing, pp. 182-185, 1995

@inproceedings{KrZeBa95,
author = {G. Krieger and C. Zetzsche and E. Barth},
title = {Nonlinear image operators for the detection of local intrinsic dimensionality},
booktitle = {Proc. IEEE Workshop Nonlinear Signal and Image Processing},
pages = {182--185},
year = {1995}
}

1994

E. Barth and C. Zetzsche and G. Krieger: Curvature from a non-differential viewpoint: perspectives from visual information processing. in Proceedings of the 4th Conference on Theoretical Physics, General Relativity and Gravitation, Bistrita, Romania, May 1994, no. 4-5, pp. 84-91, 1994

@inproceedings{BaZeKr94,
author = {E. Barth and C. Zetzsche and G. Krieger},
title = {Curvature from a non-differential viewpoint: perspectives from visual information processing},
booktitle = {Proceedings of the 4th Conference on Theoretical Physics, General Relativity and Gravitation, Bistrita, Romania, May 1994},
volume = {4--5},
pages = {84--91},
year = {1994},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeKr94a.html}
}

C. Zetzsche and G. Krieger and E. Barth and B. Wegmann and G. Hauske: Nichtlineare Operatoren und Bindungen höherer Ordnung in der biologischen und technischen Musterverarbeitung. in Momente höherer Ordnung: Algorithmen und deren Anwendung, pp. 75-83, 1994

@inproceedings{ZeKrBaWeHa94,
author = {C. Zetzsche and G. Krieger and E. Barth and B. Wegmann and G. Hauske},
title = {Nichtlineare {O}peratoren und {B}indungen h{\"o}herer {O}rdnung in der biologischen und technischen {M}usterverarbeitung},
booktitle = {Momente h{\"o}herer Ordnung: Algorithmen und deren Anwendung},
pages = {75--83},
year = {1994},
note = {ITG/VDE, ISIA, TH Darmstadt, September 1994}
}

1993

Erhardt Barth and Terry Caelli and Christoph Zetzsche: Image Encoding, Labeling, and Reconstruction from Differential Geometry. CVGIP: Graphical Models and Image Processing, no. 55, pp. 428-446, Academic Press, 11, 1993

@article{BaCaZe93,
author = {Erhardt Barth and Terry Caelli and Christoph Zetzsche},
journal = {CVGIP: Graphical Models and Image Processing},
month = {11},
number = {6},
pages = {428--446},
publisher = {Academic Press},
title = {Image Encoding, Labeling, and Reconstruction from Differential Geometry},
volume = {55},
year = {1993},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaCaZe93.pdf}
}

Christoph Zetzsche and Erhardt Barth and Bernhard Wegmann: The importance of intrinsically two-dimensional image features in biological vision and picture coding. in Digital Images and Human Vision, pp. 109-38, MIT Press, 10, 1993

@incollection{ZeBaWe93a,
author = {Christoph Zetzsche and Erhardt Barth and Bernhard Wegmann},
title = {The importance of intrinsically two-dimensional image features in biological vision and picture coding},
booktitle = {Digital Images and Human Vision},
editor = {Andrew B. Watson},
year = {1993},
month = {10},
pages = {109--38},
publisher = {MIT Press},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/ZeBaWe93a.html}
}

E. Barth and C. Zetzsche and M. Ferraro and I. Rentschler: Fractal properties from 2D-curvature on multiple scales. in Geometric Methods in Computer Vision II, SPIE, no. 2031, pp. 87-99, 1993

@inproceedings{BaZeFeRe93,
author = {E. Barth and C. Zetzsche and M. Ferraro and I. Rentschler},
title = {Fractal properties from {2D}-curvature on multiple scales},
booktitle = {Geometric Methods in Computer Vision II, SPIE},
editor = {B. Vemuri},
volume = {2031},
pages = {87--99},
year = {1993},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeFeRe93.html}
}

C. Zetzsche and B. Wegmann and E. Barth: Nonlinear Aspects of Primary Vision: Entropy Reduction Beyond Decorrelation. in SID 93 DIGEST, pp. 933-936, 1993

@inproceedings{ZeWeBa93,
author = {C. Zetzsche and B. Wegmann and E. Barth},
title = {Nonlinear {A}spects of {P}rimary {V}ision: {E}ntropy {R}eduction {B}eyond {D}ecorrelation},
booktitle = {SID 93 DIGEST},
pages = {933--936},
year = {1993},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ZeWeBa93.pdf}
}

1991

T. Caelli and M. Ferraro and E. Barth: Aspects of invariant pattern and object recognition. in Neural Networks for Perception. Vol. 1: Human and Machine Perception, pp. 234-247, Academic Press, San Diego, 1991

@inproceedings{CaFeBa91,
author = {T. Caelli and M. Ferraro and E. Barth},
title = {Aspects of invariant pattern and object recognition},
editor = {H. Wechsler},
booktitle = {Neural Networks for Perception. Vol. 1: Human and Machine Perception},
address = {San Diego},
publisher = {Academic Press},
pages = {234--247},
year = {1991}
}

Christoph Zetzsche and Erhardt Barth: Direct detection of flow discontinuities by 3D curvature operators. Pattern Recognition Letters, no. 12, pp. 771-779, 1991

@article{ZeBa91,
author = {Christoph Zetzsche and Erhardt Barth},
journal = {Pattern Recognition Letters},
pages = {771--779},
title = {Direct detection of flow discontinuities by 3{D} curvature operators},
volume = {12},
year = {1991}
}

E. Barth and T. Caelli and C. Zetzsche: Efficient visual representation and reconstruction from generalised curvature measures. in Geometric Methods in Computer Vision, SPIE, no. 1570, pp. 86-95, 1991

@inproceedings{BaCaZe91,
author = {E. Barth and T. Caelli and C. Zetzsche},
title = {Efficient visual representation and reconstruction from generalised curvature measures},
editor = {B. Vemuri},
booktitle = {Geometric Methods in Computer Vision, SPIE},
volume = {1570},
pages = {86--95},
year = {1991},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaCaZe91.html}
}

Christoph Zetzsche and Erhardt Barth and Joachim Berkmann: Spatio-temporal curvature measures for flow-field analysis. SPIE Geometric Methods in Computer Vision, no. 1570, pp. 337-350, 1991

@article{ZeBaBe91,
author = {Christoph Zetzsche and Erhardt Barth and Joachim Berkmann},
title = {Spatio-temporal curvature measures for flow-field analysis},
journal = {SPIE Geometric Methods in Computer Vision},
volume = {1570},
pages = {337--350},
year = {1991}
}

1990

Christoph Zetzsche and Erhardt Barth: Fundamental limits of linear filters in the visual processing of two-dimensional signals. Vision Research, no. 30, pp. 1111-1117, 1990

@article{ZeBa90a,
author = {Christoph Zetzsche and Erhardt Barth},
title = {Fundamental limits of linear filters in the visual processing of two-dimensional signals},
journal = {Vision Research},
volume = {30},
pages = {1111--1117},
year = {1990},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ZeBa90a.pdf}
}

Christoph Zetzsche and Erhardt Barth: Image surface predicates and the neural encoding of two-dimensional signal variation. in Human Vision and Electronic Imaging: Models, Methods, and Applications, no. SPIE 1249, pp. 160-177, 1990

@inproceedings{ZeBa90b,
author = {Christoph Zetzsche and Erhardt Barth},
title = {Image surface predicates and the neural encoding of two-dimensional signal variation},
editor = {Bernice E. Rogowitz},
booktitle = {Human Vision and Electronic Imaging: Models, Methods, and Applications},
volume = {SPIE 1249},
pages = {160--177},
year = {1990},
cz_comment = {hierarchy of intrinsic dimensionality, predictability from 2D, advantages for sparse coding, Sigma-Pi generalization, Taylor expansion of nonlinearities, generalized AND operation, reprint available}
}

1989

E. Barth: Vom geometrischen Krümmungsbegriff zur systemtheoretischen Analyse von zweidimensionalen Bildmerkmalen. 1989

@mastersthesis{Bart89,
author = {E. Barth},
title = {Vom geometrischen {K}r{\"u}mmungsbegriff zur systemtheoretischen {A}nalyse von zweidimensionalen {B}ildmerkmalen},
year = {1989},
type = {Diploma Thesis},
school = {Lehrstuhl f{\"u}r Nachrichtentechnik der TU M{\"u}nchen}
}