Robust object recognition under partial occlusions using NMF

Computational Intelligence and Neuroscience

Volumn 2008, Issue , 2008, Pages

  Soukup, Daniel ^a   Bajla, Ivan ^a  

^a ARC SEIBERSDORF RESEARCH GMBH   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 47649113944     PISSN: 16875265     EISSN: 16875273     Source Type: Journal    
DOI: 10.1155/2008/857453     Document Type: Article

References (17)

1. Lee D. D., Seung H. S., Learning the parts of objects by non-negative matrix factorization Nature 1999 401 6755 788 791
2. Lee D. D., Seung H. S., Algorithms for non-negative matrix factorization Advances in Neural Information Processing Systems 13 2001 Cambridge, Mass, USA MIT Press
3. Paatero P., Tapper U., Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values Environmetrics 1994 5 2 111 126
4. Feng T., Li S. Z., Shum H.-Y., Zhang H., Local non-negative matrix factorization as a visual representation Proceedings of the 2nd International Conference on Development and Learning (ICDL '02) June 2002 Cambridge, Mass, USA 178 183
5. Li S. Z., Hou X. W., Zhang H. J., Cheng Q. S., Learning spatially localized, parts-based representation 1 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '01) December 2001 Kauai, Hawaii, USA 207 212
6. Hoyer P. O., Non-negative sparse coding Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing (NNSP '02) September 2002 Martigny, Switzerland 557 565
7. Hoyer P. O., Nonnegative matrix factorization with sparseness constraints Journal of Machine Learning Research 2004 5 1457 1469
8. Pascual-Montano A., Carazo J. M., Kochi K., Lehman D., Pascual-Marqui R. D., Nonsmooth non-negative matrix factorization (nsNMF) IEEE Transactions on Pattern Analysis and Machine Intelligence 2006 28 3 403 415
9. Guillamet D.
10. Ling H.
11. Liu W.
12. Liu W., Zheng N., Lu X., Nonnegative matrix factorization for visual coding 3 Proceedings of the 2nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '03) April 2003 Hong Kong 293 296
13. Yuan Z.
14. Ding C., Li T., Jordan M. I., Convex and semi-nonnegative matrix factorizations 2006 Berkeley, Calif, USA Lawrence Berkeley National Laboratory
15. Buciu I., Learning sparse non-negative features for object recogntion Proceedings of the 3rd IEEE International Conference on Intelligent Computer Communication and Processing (ICCP '07) September 2007 Cluj-Napoca, Romania 73 79
16. Bajla I.
17. Spratling M. W.