Robust change analysis of SAR data through information-theoretic multitemporal features

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2007, Pages 3883-3886

  Alparone, Luciano ^a   Aiazzi, Bruno ^b   Baronti, Stefano ^b   Garzelli, Andrea ^c   Nencini, Filippo ^c  

^a UNIVERSITY OF FLORENCE   (Italy)

^b CNR   (Italy)

^c UNIVERSITY OF SIENA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ROBUST CHANGE ANALYSIS; SAR IMAGERY; SPECKLE REDUCTION;

FEATURE EXTRACTION; INFORMATION THEORY; ROBUST CONTROL; SPECKLE; SYNTHETIC APERTURE RADAR; WEATHER FORECASTING;

DATA REDUCTION;

EID: 67651196362     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2007.4423692     Document Type: Conference Paper

References (8)

1. L. Bruzzone and D. Fernandez Prieto, "Automatic analysis of the difference image for unsupervised change detection," IEEE Trans. Geosci. Remote Sensing, vol. 38, no. 3, pp. 1171-1182, May 2000.
2. E. M. Rignot and J. J. van Zyl, "Change detection techniques for ERS-1 SAR data," IEEE Trans. Geosci. Remote Sensing, vol. 31, no. 4, pp. 896-906, July 1993.
3. R. J. Dekker, "Speckle filtering in satellite SAR change detection images," Int. J. Remote Sensing, vol. 19, no. 6, pp. 1133-1146, 1998.
4. F. Bovolo and L. Bruzzone, "A detail-preserving scale-driven approach to change detection in multitemporal SAR images," IEEE Trans. Geosci. Remote Sensing, vol. 43, no. 12, pp. 2975-2975, Dec. 2005.
5. J. Inglada and G. Mercier, "A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis," IEEE Trans. Geosci. Remote Sensing, vol. 45, no. 5, pp. 1432-1445, May 2007.
6. B. Aiazzi, L. Alparone, and S. Baronti, "Information-theoretic heterogeneity measurement for SAR imagery," IEEE Trans. Geosci. Remote Sensing, vol. 43, no. 3, pp. 619-624, Mar. 2005.
7. K. Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, Boston, MA, 2nd edition, 1990.
8. 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.