Enhanced source separation by morphological component analysis

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

Volumn 5, Issue , 2006, Pages

  Bobin, J ^a   Moudden, Y ^a   Starck, J L ^a  

^a UNIVERSITÉ PARIS DIDEROT   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DATA STRUCTURES; FEATURE EXTRACTION; GLOSSARIES; MORPHOLOGY; NUMERICAL METHODS;

MORPHOLOGICAL COMPONENT ANALYSIS (MCA) METHOD; MORPHOLOGICAL DIVERSITY; MULTICHANNEL DATA;

CHANNEL ESTIMATION;

EID: 33947633039     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. A. Hyvärinen, J. Karhunen, and E. Oja, Independent Component Analysis, John Wiley, New York, 2001, 481+xxii pages.
2. Jean-François Cardoso, "The three easy routes to independent component analysis; contrasts and geometry," in Proc. ICA 2001, San Diego, 2001.
3. A. Belouchrani, K. Abed Meraim, J.-F. Cardoso, and E. Moulines, "A blind source separation technique based on second order statistics," IEEE Trans. on Signal Processing, vol. 45, no. 2, pp. 434-444, 1997.
4. Dinh-Tuan Pham and Jean-François Cardoso, "Blind separation of instantaneous mixtures of non stationary sources," IEEE Trans. on Sig. Proc., vol. 49, no. 9, pp. 1837-1848, Sept. 2001.
5. P. G. Georgiev, F. Theis, and A. Cichocki, "Sparse component analysis and blind source separation of underdetermined mixtures," IEEE Transactions on Neural Networks, vol. 16, no. 4, pp. 992-996, 2005.
6. M. Zibulevsky and B.A. Pearlmutter, "Blind source separation by sparse decomposition in a signal dictionary," Neural-Computation, vol. 13, no. 4, pp. 863-882, April 2001.
7. J.-L. Starck, E. Candès, and D.L. Donoho, "The curvelet transform for image denoising," IEEE Transactions on Image Processing, vol. 11, no. 6, pp. 131-141, 2002.
8. S.G. Mallat and Z. Zhang, "Matching pursuits with time-frequency dictionaries," IEEE Transactions on Signal Processing, vol. 41, no. 12, pp. 3397-3415, 1993.
9. S.S. Chen, D.L. Donoho, and M.A. Saunder, "Atomic decomposition by basis pursuit," SIAM Journal on Scientific Computing, vol. 20, pp. 33-61, 1998.
10. 1 minimization," the Proc. Nat. Aca. Sci., vol. 100, pp. 2197-2202, 2003.
11. R. Gribonval and M. Nielsen, "Sparse representations in unions of bases," IEEE Transactions on Information Theory, vol. 49, no. 12, pp. 3320-3325, 2003.
12. J.-L. Starck, M. Elad, and D.L. Donoho, "Redundant multiscale transforms and their application for morphological component analysis," Advances in Imaging and Electron Physics, vol. 132, 2004.
13. A.G. Bruce, S. Sardy, and P. Tseng, "Block coordinate relaxation methods for nonparametric signal de-noising," Proceedings of the SPIE - The International Society for Optical Engineering, vol. 3391, pp. 75-86, 1998.
14. M. Elad, "Why simple shrinkage is still relevant for redundant representations?," Submitted to the IEEE Trans. On Information Theory on January 2005.
15. M. S. Lewicki and T. J. Sejnowski, "Learning overcomplete representations," Neural Computation, vol. 12, no. 2, pp. 337-365, 2000.