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 |
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 - aktuelle Publikationen
Publications
2012
Colour saliency on video, in BIONETICS 2010 , J. Suzuki and T. Nakano, Eds. Springer, 2012. pp. 601--606.
| Datei: | |
| Bibtex: | @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}
}
|
Eye movement prediction and variability on natural video data sets, Visual Cognition , vol. 20, no. 4/5, pp. 495--514, 2012.
| Datei: | |
| Bibtex: | @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}
}
|
Novelty Detection for the Inspection of Light-emitting Diodes, Expert Systems with Applications , vol. 39, no. 3, pp. 3413--3422, 2012.
| Datei: | j.eswa.2011.09.029 |
| Bibtex: | @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}
}
|
Application of non-linear transform coding to image processing, in Human Vision and Electronic Imaging XVII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder, Eds. Proceedings of SPIE, 2012.
| Datei: | |
| Bibtex: | @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}
}
|
A compressed sensing model of peripheral vision, in Human Vision and Electronic Imaging XVII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder, Eds. Proceedings of SPIE, 2012.
| Datei: | |
| Bibtex: | @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}
}
|
Sparse Coding and Selected Applications, KI - Künstliche Intelligenz , vol. 26, no. 4, pp. 349--355, 2012. Springer Berlin / Heidelberg.
| Datei: | |
| Bibtex: | @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}
}
|
Contribution of Spatio-Temporal Intensity Variation to Bottom-up Saliency, in BIONETICS 2010 , J Suzuki and T Nakano, Eds. Springer, 2012. pp. 469--474.
| Datei: | |
| Bibtex: | @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}
}
|
Intrinsic Dimensionality Predicts the Saliency of Natural Dynamic Scenes, IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 34, no. 6, pp. 1080--1091, 2012. IEEE.
| Datei: | |
| Bibtex: | @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}
}
|
Automated Indirect Immunofluorescence Evaluation of Antinuclear Autoantibodies on HEp-2 Cells, Clinical and Developmental Immunology , vol. 2012, 2012.
| DOI: | 10.1155/2012/651058 |
| Datei: | 651058 |
| Bibtex: | @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}
}
|
2011
Soft-competitive Learning of Sparse Codes and its Application to Image Reconstruction, Neurocomputing , vol. 74, no. 9, pp. 1418--1428, Apr. 2011.
| Datei: | |
| Bibtex: | @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}
}
|
Robust and Fast Learning of Sparse Codes With Stochastic Gradient Descent, IEEE Transactions on Selected Topics in Signal Processing , vol. 5, no. 5, pp. 1048--1060, 2011.
| Datei: | |
| Bibtex: | @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}
}
|
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 , 2011. pp. 8:1--4.
| DOI: | http://dx.doi.org/10.1145/1983302.1983310 |
| Datei: | |
| Bibtex: | @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}
}
|
Non-parametric texture defect detection using Weibull features, in Image Processing: Machine Vision Applications IV , San Francisco, USA: IS&T/SPIE Electronic Imaging, 2011.
| Datei: | |
| Bibtex: | @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}
}
|
Accurate, fast, and robust centre localisation for images of semiconductor components, in Image Processing: Machine Vision Applications IV , San Francisco, USA: IS&T/SPIE Electronic Imaging, 2011.
| Datei: | |
| Bibtex: | @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}
}
|
Accurate eye centre localisation by means of gradients, in Proceedings of the Int. Conference on Computer Theory and Applications (VISAPP) , Algarve, Portugal: INSTICC, 2011. pp. 125--130.
Image Deconvolution with Sparse Priors, in Workshop New Challenges in Neural Computation 2011 , Barbara Hammer and Thomas Villmann, Eds. 2011. pp. 9.
Learned saliency transformations for gaze guidance, in Human Vision and Electronic Imaging XVI , Bernice E. Rogowitz and Thrasyvoulos N. Pappas, Eds. SPIE-IS&T, 2011. pp. W1--11.
| Datei: | |
| Bibtex: | @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}
}
|
Eye Movements Show Optimal Average Anticipation with Natural Dynamic Scenes, Cognitive Computation , vol. 3, no. 1, pp. 79--88, 2011. Springer New York.
| Datei: | |
| Bibtex: | @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}
}
|
Illumination correction for image stitching, in Proceedings of the Int. Conference on Imaging Theory and Applications (IMAGAPP) , Algarve, Portugal: INSTICC, 2011. pp. 81--86.
| Datei: | |
| Bibtex: | @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}
}
|
2010
Bag of Pursuits and Neural Gas for Improved Sparse Coding, in Proceedings of the 19th International Conference on Computational Statistics , Gilbert Saporta, Eds. Springer, 2010. pp. 327--336.
| Datei: | |
| Bibtex: | @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}
}
|
Efficient coding and multiple motions, Vision Research , vol. 50, no. 22, pp. 2190--2199, 2010.
| Datei: | |
| Bibtex: | @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}
}
|
Shading constraint improves accuracy of time-of-flight measurements, Computer Vision and Image Understanding , vol. 114, pp. 1329--1335, 2010.
| Datei: | |
| Bibtex: | @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}
}
|
Space-Variant Spatio-Temporal Filtering of Video for Gaze Visualization and Perceptual Learning, in Eye-tracking research \& applications , 2010. pp. 307--314.
| Datei: | |
| Bibtex: | @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}
}
|
Variability of eye movements when viewing dynamic natural scenes, Journal of Vision , vol. 10, no. 10, pp. 1--17, 2010.
| Datei: | article.aspx |
| Bibtex: | @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}
}
|
Optical Inspection of Welding Seams, in Computer Vision, Imaging and Computer Graphics: Theory and Applications, Revised Selected Papers , Springer Series Communications in Computer Science and Information Science, 2010. pp. 269--282.
| Datei: | |
| Bibtex: | @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}
}
|

