Multiresolution approaches to adaptive speckle reduction in synthetic aperture radar images

IEEE International Conference on Image Processing

Volumn 1, Issue , 2003, Pages 109-112

  Alparone, Luciano ^a   Argenti, Fabrizio ^a   Aiazzi, Bruno ^b   Baronti, Stefano ^b  

^a UNIVERSITY OF FLORENCE   (Italy)

^b IFAC CNR   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

OPTICAL RESOLVING POWER; RADAR IMAGING; SPECKLE; SPURIOUS SIGNAL NOISE; WAVELET TRANSFORMS;

DENOISING; MULTIRESOLUTION COEFFICIENT;

SYNTHETIC APERTURE RADAR;

EID: 0345134893     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A. Lopès, R. Touzi, and E. Nézry, "Adaptive speckle filters and scene heterogeneity," IEEE Trans. Geosci. Remote Sensing, vol. 28, no. 6, pp. 992-1000, 1990.
2. S. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, no. 7, pp. 674-693, July 1989.
3. D. L. Donoho, "Denoising by soft-thresholding," IEEE Trans. Inform. Theory, vol. 41, no. 3, pp. 613-627, 1995.
4. M. C. Mihçak, I. Kozintsev, K. Ramchandran, and P. Moulin, "Low-complexity image denoising based on statistical modeling of wavelet coefficients," IEEE Signal Processing Lett., vol. 6, no. 12, pp. 300-303, Dec. 1999.
5. F. Argenti and L. Alparone, "Speckle removal from SAR images in the undecimated wavelet domain," IEEE Trans. Geosci. Remote Sensing, vol. 40, no. 11, pp. 2363-2374, Nov. 2002.
6. D. T. Kuan, A. A. Sawchuk, T. C. Strand, and P. Chavel, "Adaptive noise smoothing filter for images with signal-dependent noise," IEEE Trans. Pattern Anal. Machine Intell, vol. 7, no. 2, pp. 165-177, Feb. 1985.
7. B. Aiazzi, S. Baronti, and L. Alparone, "Blind image estimation through fuzzy matching-pursuits," in Proc. IEEE Int. Conf. on Image Processing, 2001, vol. I/III, pp. 241-244.
8. J.-S. Lee, "Refined filtering of image noise using local statistics," Comput. Vision, Graphics, Image Process., vol. 15, no. 2, pp. 380-389, 1981.
9. A. Lopès, E. Nezry, R. Touzi, and H. Laur, "Structure detection and statistical adaptive speckle filtering in SAR images," Int. J. Remote Sensing, vol. 14, no. 9, pp. 1735-1758, 1993.
10. B. Aiazzi, L. Alparone, and S. Baronti, "Multiresolution local-statistics speckle filtering based on a ratio Laplacian pyramid," IEEE Trans. Geosci. Remote Sensing, vol. 36, no. 5, pp. 1466-1476, Sep. 1998.