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}
  }
  
  

2015

• 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}
  }
  
  

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}
  }
  
  

2013

• 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}
  }
  
  

2012

• Henry Schütze and Thomas Martinetz and Silke Anders and Amir Madany Mamlouk: A Multivariate Approach to Estimate Complexity of FMRI Time Series. in Artificial Neural Networks and Machine Learning - ICANN 2012, 22nd International Conference, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II, no. 7553, pp. 540-547, Springer, 2012
  

  @inproceedings{ScMaAnMa12,
  author = {Henry Sch{\"u}tze and Thomas Martinetz and Silke Anders and Amir Madany Mamlouk},
  title = {A {M}ultivariate {A}pproach to {E}stimate {C}omplexity of {F}{MRI} {T}ime {S}eries},
  editor = {Alessandro E.P. Villa and W{\l}odzis{\l}aw Duch and P{\'{e}}ter {\'{E}}rdi and Francesco Masulli and G{\"u}nter Palm},
  booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2012, 22nd International Conference, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II},
  year = {2012},
  pages = {540--547},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {7553},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScMaAnMa12.pdf}
  }