Smoothing effect of wavelet-based speckle filtering: The haar basis case

IEEE Transactions on Geoscience and Remote Sensing

Volumn 37, Issue 2 II, 1999, Pages 1168-1172

  Fukuda, Seisuke ^a   Hirosawa, Haruto ^a  

^a JAPAN AEROSPACE EXPLORATION AGENCY   (Japan)

Author keywords

Speckle reduction; Speckle wavelet; Synthetic aperture radar (sar)

Indexed keywords

MATHEMATICAL MODELS; OPTICAL FILTERS; RADAR IMAGING; SPECKLE; SYNTHETIC APERTURE RADAR; WAVELET TRANSFORMS;

HAAR METHOD; SMOOTHING EFFECTS;

REMOTE SENSING;

EID: 0033100571     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/36.752236     Document Type: Article

References (17)

1. S. Fukuda and H. Hirosawa Suppression of speckle in synthetic aperture radar images using wavelet Int. J. Remote Sensing vol. 19 no. 3 pp. 507-519 1998.
2. Multiresolution analysis and processing of synthetic aperture radar images using wavelets in Proc. IGARSS'97 Singapore pp. 1187-1189.
3. J. W. Goodman Some fundamental properties of speckle J. Opt. Soc. Amer. vol. 66 pp. 1145-1150 Nov. 1976.
4. E. Jakeman and P. N. Pusey A model for non-Rayleigh sea echo IEEE Trans. Antennas Propagat. vol. AP-24 pp. 806-814 Nov. 1976.
5. J. S. Lee Speckle analysis and smoothing of synthetic aperture radar images Comput. Graph. Image Process. vol. 17 pp. 24-32 1981.
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 Intel!. vol. PAMI-7 pp. 165-177 Mar. 1985.
7. V. S. Frost J. A. Stiles K. S. Shanmugan and J. C. Holtzman A model for radar images and its application to adaptive digital filtering of multiplicative noise IEEE Trans. Pattern Anal. Machine Intell vol. PAMI-4 pp. 157-165 Mar. 1982.
8. J. S. Lee Digital image smoothing and the sigma filter Comput. Graph. Image Process. vol. 24 pp. 255-269 1983.
9. A. Lopes 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. D. T. Kuan A. A. Sawchuk T. C. Strand and P. Chavel Adaptive restoration of images with speckle IEEE Trans. Acoust. Speech Signal Processing vol. ASSP-35 pp. 373-383 Mar. 1987.
11. A. Lopes R. Touzi and E. Nezry Adaptive speckle filters and scene heterogeneity IEEE Trans. Geosci. Remote Sensing vol. 28 pp. 992-1000 Nov. 1990.
12. S. G. Mallat A theory for multiresolution signal decomposition: The wavelet representation IEEE Trans. Pattern Anal. Machine Intell. vol. 11 pp. 674-693 July 1989.
13. Multifrequency channel decompositions of images and wavelet models IEEE Trans. Acoust. Speech Signal Processing vol. 37 pp. 2091-2110 Dec. 1989.
14. C. H. Chen Trends on information processing for remote sensing in Proc. IGARSS'97 Singapore pp. 1190-1192.
15. D. L. Donoho De-noising by soft-thresholding IEEE Trans. Inform. Theory vol. 41 pp. 613-627 May 1995.
16. A. V. Oppenheim R. W. Shafer and T. G. Stockam Jr. Nonlinear filtering of multiplied and convolved signals Proc. IEEE vol. 56 pp. 1264-1291 Aug. 1968.
17. I. Daubechies Orthonormal bases of compactly supported wavelets Commun. Pure Appl. Math. vol. 41 pp. 909-996 Nov. 1988.