On the empirical rate-distortion performance of compressive sensing

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 3049-3052

  Schulz, Adriana ^a,b   Velho, Luiz ^a   Da Silva, Eduardo A B ^b  

^a IMPA   (Brazil)

^b FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

Compressive sensing; Image coding; Quantization; Rate distortion analysis

Indexed keywords

DIGITAL IMAGE STORAGE; ELECTRIC DISTORTION; IMAGE COMPRESSION; IMAGE QUALITY; IMAGING SYSTEMS; SIGNAL DISTORTION; SIGNAL PROCESSING; SIGNAL RECONSTRUCTION; VISUAL COMMUNICATION;

EMPIRICAL ANALYSIS; IMAGE COMPRESSION METHODS; MINIMIZATION ALGORITHMS; QUANTIZATION ERRORS; RATE DISTORTION PERFORMANCE; RATE-DISTORTION ANALYSIS; SIGNAL ACQUISITIONS; SIGNAL COMPRESSION; THEORETICAL RESULT;

IMAGE CODING;

EID: 77951941260     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5414390     Document Type: Conference Paper

References (14)

1. E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. on Inf. Theory, 2006.
2. D. L. Donoho, "Compressed sensing," IEEE Transactions on Information Theory, vol. 52, no. 4, 2006.
3. p ball from limited measurements," DCC, 2006.
4. P. Boufounos and R. Baraniuk, "Quantization of sparse representations," DCC, 2007.
5. W. Dai, H. V. Pham, and O. Milenkovic, "Distortion-Rate Functions for Quantized Compressive Sensing," ArXiv e-prints, Jan. 2009.
6. A. Fletcher, S. Rangan, and V. Goyal, "On the rate-distortion performance of compressed sensing.," ICASSP, 2007.
7. S. Sarvotham, D. Baron, and R. Baraniuk, "Measurements vs. bits: Compressed sensing meets information theory," Allerton Conf. on Communication, Control, and Computing, 2006.
8. E. Candès and T. Tao, "Decoding by linear programming," IEEE Trans. on Information Theory, vol. 51, no. 12, 2005.
9. E. Candès, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Communications on Pure and Applied Mathematics, vol. 59, no. 8, 2006.
10. R. Coifman, F. Geshwind, and Y. Meyer, "Noiselets," Appl. Comp. Harmon.Anal., vol. 10, no. 1, 2001.
11. J. Romberg, "Imaging via compressive sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, 2008.
12. E. Candès and J. Romberg, "L1-magic," www.11-magic.org.
13. D. Donoho, A. Maleki, and M. Shahram, "Wavelab," http://www-stat.stanford.edu/ wavelab.
14. 1 minimization," J. Fourier Anal. Appl., 2007.