Multi-temporal SAR classification according to change detection operators

2011 6th International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Multi-Temp 2011 - Proceedings

Volumn , Issue , 2011, Pages 133-136

  Hachicha, Sofiane ^a   Deledalle, Charles Alban ^b   Chaabane, Ferdaous ^a   Tupin, Florence ^b  

^a UNIVERSITY OF CARTHAGE   (Tunisia)

^b INSTITUT TELECOM   (France)

Author keywords

K means; NL means; Rayleigh Kullback Leibler; Synthetic Aperture Radar

Indexed keywords

CHANGE DETECTION; K-MEANS; KULLBACK-LEIBLER MEASURE; MONITORING APPROACH; MULTI-TEMPORAL SAR; MULTI-TEMPORAL SAR IMAGES; NL-MEANS; PRE-PROCESSING STEP; RAYLEIGH; REFERENCE IMAGE; SAR IMAGES; TEMPORAL BEHAVIOUR; TEMPORAL CLASSIFICATION; TEMPORAL DOMAIN;

CLASSIFICATION (OF INFORMATION); IMAGE RECONSTRUCTION; MONITORING; REMOTE SENSING; SIGNAL DETECTION; TIME SERIES; TIME SERIES ANALYSIS;

SYNTHETIC APERTURE RADAR;

EID: 80053109335     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/Multi-Temp.2011.6005066     Document Type: Conference Paper

References (6)

1. R. Touzi, A. Lopes, and P. Bousquet, "A statistical and geometrical edge detector for sar images," in IEEE Transactions on Geoscience and Remote Sensing, pp. 764-773, 1988.
2. C.-A. Deledalle, L. Denis, and F. Tupin, "Iterative weighted maximum likelihood denoising with probabilistic patch-based weights," in IEEE Transactions on Image Processing, pp. 2661-2672, 2009.
3. S. Hachicha and F. Chaabane, "Comparison of change detection indicators in sar images," in 8th European Conference on Synthetic Aperture Radar, pp. 109-112, 2010.
4. J. Inglada and G. Mercier, "A new statistical similarity measure for change detection inmultitemporal sar images and its extension to multiscale-change analysis," in IEEE Transactions on Image Processing, pp. 1432-1446, 2007.
5. F. Bujor, E. Trouve, L. Valet, J.-M. Nicolas, and J.-P. Rudant, "Application of log-cumulants to the detection of spatiotemporal discontinuities in multitemporal sar images,"in IEEE Transactions on Geoscience and Remote Sensing, pp. 2073-2084, 2004.
6. A. Buades, B. Coll, and J. Morel, "A non-local algorithm for image denoising," in IEEE Computer Society Conference, Computer Vision and Pattern Recognition, pp. 60-65, 2005.