DocumentCode :
3595618
Title :
Entropy among a sequency of SAR images for change detection
Author :
Schneider, Rafael Zandon?? ; Fernandes, David
Author_Institution :
Dept. of Telecommun., Technol. Inst. of Aeronaut., Sao Jose Dos Campos, Brazil
Volume :
2
fYear :
2003
Firstpage :
1389
Abstract :
The coherence map between two images is frequently used to detect changes in a sequence of temporal SAR images and to evaluate the interferometric image quality. Recently, an alternative method for change detection was proposed: the entropy image. This paper performs the entropy calculation among several temporal SAR images. With this method, it is possible to calculate the entropy between two images considering intermediary, previously, or later acquired images, which contain information about the change process. It is shown that this method can improve the change detection performance in low coherence areas (using intermediary images) or in high coherence areas (using former or further images). Simulated images were used to show the performance of the method and to compare this method with coherence and entropy only between two images.
Keywords :
entropy; image matching; image sequences; interferometry; radar imaging; remote sensing by radar; synthetic aperture radar; SAR images; SAR processing; change detection; coherence areas; coherence map; entropy image; interferometric image quality; interferometry; intermediary images; simulated images; Covariance matrix; Eigenvalues and eigenfunctions; Entropy; Image analysis; Image quality; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN :
0-7803-7929-2
Type :
conf
DOI :
10.1109/IGARSS.2003.1294118
Filename :
1294118
Link To Document :
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