23 November 2011 SAR image change detection using watershed and spectral clustering
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Proceedings Volume 8006, MIPPR 2011: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications; 800613 (2011) https://doi.org/10.1117/12.902021
Event: Seventh International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2011), 2011, Guilin, China
Abstract
A new method of change detection in SAR images based on spectral clustering is presented in this paper. Spectral clustering is employed to extract change information from a pair images acquired on the same geographical area at different time. Watershed transform is applied to initially segment the big image into non-overlapped local regions, leading to reduce the complexity. Experiments results and system analysis confirm the effectiveness of the proposed algorithm.
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Ruican Niu, L. C. Jiao, Guiting Wang, Jie Feng, "SAR image change detection using watershed and spectral clustering", Proc. SPIE 8006, MIPPR 2011: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications, 800613 (23 November 2011); doi: 10.1117/12.902021; https://doi.org/10.1117/12.902021
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