Compressed sensing of multiview images using disparity compensation

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 3345-3348

  Trocan, Maria ^a   Maugey, Thomas ^b   Tramel, Eric W ^a   Fowler, James E ^a   Pesquet Popescu, Béatrice ^b  

^a Institut Superieur d'Electronique de Paris   (France)

^b Mississippi State University ^*

Author keywords

Compressed sensing; Disparity compensation; Multiview images

Indexed keywords

COMPRESSED SENSING; COMPUTATION TIME; DISPARITY COMPENSATION; MULTI-VIEW IMAGE; MULTI-VIEWS; TARGET IMAGES;

IMAGE RECONSTRUCTION; IMAGING SYSTEMS; RECOVERY;

FORECASTING;

EID: 78651092378     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5652767     Document Type: Conference Paper

References (16)

1. E. J. Candès and M. B. Wakin, "An introduction to compressive sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 21-30, March 2008.
2. M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, "Single-pixel imaging via compressive sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 83-91, March 2008.
3. L. Gan, "Block compressed sensing of natural images," in Proceedings of the International Conference on Digital Signal Processing, Cardiff, UK, July 2007, pp. 403-406.
4. S. Mun and J. E. Fowler, "Block compressed sensing of images using directional transforms," in Proceedings of the International Conference on Image Processing, Cairo, Egypt, November 2009, pp. 3021-3024.
5. T. Blumensath and M. E. Davies, "Iterative thresholding for sparse approximations," The Journal of Fourier Analysis and Applications, vol. 14, no. 5, pp. 629-654, December 2008.
6. K. K. Herrity, A. C. Gilbert, and J. A. Tropp, "Sparse approximation via iterative thresholding," in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, vol. 3, Toulouse, France, May 2006, pp. 14-19.
7. M. A. T. Figueiredo, R. D. Nowak, and S. J. Wright, "Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems," IEEE Journal on Selected Areas in Communications, vol. 1, no. 4, pp. 586-597, December 2007.
8. th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, October 2008, pp. 581-587.
9. S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Journal on Scientific Computing, vol. 20, no. 1, pp. 33-61, August 1998.
10. X. Chen and P. Frossard, "Joint reconstruction of compressed multi-view images," in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, Taipei, Taiwan, April 2009, pp. 1005-1008.
11. T. Blumensath and M. E. Davies, "Iterative hard thresholding for compressed sensing," Applied and Computational Harmonic Analysis, vol. 27, no. 3, pp. 265-274, November 2009.
12. J. M. Bioucas-Dias and M. A. T. Figueiredo, "A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration," IEEE Transactions on Image Processing, vol. 16, no. 12, pp. 2992-3004, December 2007.
13. J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Transactions on Information Theory, vol. 52, no. 9, pp. 4036-4048, September 2006.
14. M. Fornasier and H. Rauhut, "Iterative thresholding algorithms," Applied and Computational Harmonic Analysis, vol. 25, no. 2, pp. 187-208, September 2008.
15. M. Bertero and P. Boccacci, Introduction to Inverse Problems in Imaging. Bristol, UK: Institute of Physics Publishing, 1998.
16. D. L. Donoho, "De-noising by soft-thresholding," IEEE Transactions on Information Theory, vol. 41, no. 3, pp. 613-627, May 1995.