A union of incoherent spaces model for classification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2010, Pages 5490-5493

  Schnass, K ^a   Vandergheynst, P ^a  

^a EPFL   (Switzerland)

Author keywords

Alternate projections; Classification; Dictionary learning; Feature selection; Grassmannian manifolds; Subspace learning

Indexed keywords

FEATURE SELECTION;

ALTERNATE PROJECTION; COMPUTATIONALLY EFFICIENT; DICTIONARY LEARNING; EFFICIENT SCHEMES; FEATURES SELECTION; FIXED NUMBERS; GRASSMANNIAN MANIFOLDS; MISCLASSIFICATIONS; SPACE MODELS; SUBSPACE LEARNING;

SIGNAL PROCESSING;

EID: 78049363500     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5495208     Document Type: Conference Paper

References (10)

1. R. Brunelli and T. Poggio, "Face recognition: Features vs. templates," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 10, pp. 1042-1053, 1993.
2. K. Lee, J. Ho, and D.J. Kriegman, "Acquiring linear subspaces for face recognition under variable lighting," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 27, no 5, pp. 684-698, 2005.
3. J. Tropp, I. Dhillon, R Heath Jr, and T. Strohmer, "Designing structured tight frames via an alternating projection method," IEEE Transactions on Information Theory, vol 51, no 1, pp. 188-209, 2005.
4. J. Wright, A. Yang, A. Ganesh, S. Sastry, and Y. Ma, "Robust face recognition via sparse representation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 31, no 2, 2009.
5. M. Turk and A. Pentland, "Eigenfaces for recognition," In Proc. IEEE CVPR, 1991.
6. X. He, S. Yan, Y. Hu, P. Niyogi, and H. Zhang, "Face recognition using laplacianfaces," In Proc. IEEE CVPR, 2005.
7. A. Georghiades, P.N. Belhumeur, and D.J. Kriegman, "From few to many: Illumination cone models for face recognition under variable lighting and pose," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 23, no 6, pp. 643-660, 2001.
8. K. Skretting and J.H. Husoy, "Texture classification using sparse frame-based representations," EURASIP Journal on Applied Signal Processing, vol 2006, no 11, 2006.
9. J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman, "Discriminative learned dictionaries for local image analysis," IMA Preprint Series, no 2212, 2008.
10. F. Rodriguez and G. Sapiro, "Sparse representations for image classification: Learning discriminative and reconstructive non-parametric dictionaries," IMA Preprint Series , no 2213, 2008.