Estimation error bounds for denoising by sparse approximation

IEEE International Conference on Image Processing

Volumn 1, Issue , 2003, Pages 113-116

  Fletcher, Alyson K ^a   Ramchandran, Kannan ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DENOISING;

APPROXIMATION THEORY; BIT ERROR RATE; GAUSSIAN NOISE (ELECTRONIC); SPURIOUS SIGNAL NOISE; VECTORS;

SIGNAL PROCESSING;

EID: 0345097544     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. D. L. Donoho, M. Vetterli, R. A. DeVore, and I. Daubechies. Data compression and harmonic analysis. IEEE Trans. Inform. Th., 44(6):2435-2476, October 1998.
2. S. G. Mallat and Z. Zhang. Matching pursuits with time-frequency dictionaries. IEEE Trans. Signal Proc., 41(12):3397-3415, December 1993.
3. M. M. Goodwin. Adaptive Signal Models: Theory, Algorithms and Audio Applications. Kluwer Acad. Pub., 1998.
4. F. Moschetti, L. Granai, P. Vandergheynst, and P. Frossard. New dictionary and fast atom searching method for matching pursuit representation of displaced frame difference. In Proc. IEEE Int. Conf. Image Proc., volume 3, pages 685-688, Rochester, NY, September 2002.
5. K. Engan, S. O. Aase, and J. H. Husøy. Designing frames for matching pursuit algorithms. In Proc. IEEE Int. Conf. Acoust., Speech, and Signal Proc., volume 3, pages 1817-1820, Seattle, WA, May 1998.
6. N. Saito. Simultaneous noise suppression and signal compression using a library of orthonormal bases and the minimum description length criterion. In E. Foufoula-Georgiou and P. Kumar, editors, Wavelets in Geophysics, pages 299-324. Academic Press, San Diego, CA, 1994.
7. B. K. Natarajan. Filtering random noise from deterministic signals via data compression. IEEE Trans. Signal Proc., 43(11):2595-2605, November 1995.
8. H. Krim, D. Tucker, S. Mallat, and D. Donoho. On denoising and best signal representation. IEEE Trans. Inform. Th., 45(7):2225-2238, November 1999.
9. S. G. Chang, B. Yu, and M. Vetterli. Adaptive wavelet thresholding for image denoising and compression. IEEE Trans. Image Proc., 9(9): 1532-1546, September 2000.
10. J. Liu and P. Moulin. Complexity-regularized image denoising. IEEE Trans. Image Proc., 10(6):841-851, June 2001.