Towards change detection in bi-temporal images using evidential conflict

2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)(2018)

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摘要
This paper exposes new method of remote sensed imagery change detection based on the framework of Dempster-Shafer. The method is established on multi-temporal conflict analysis and interpretation, where it was used as a new index of change. In consequence, a pre-change card was produced from the multi-temporal conflict card between the two bi-temporal images and which was deduced from the empty-set mass. It is the proof that the Dempster-Shafer Theory can be applied in a new way for change detection where the conflict imperfection allows mining reliable and not trivial information about change. The effectiveness of the conflict for multi-temporal change mapping was demonstrated using bi-temporal Landsat imagery.
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关键词
Change detection,Dempster-Shafer Theory,conflict,empty-set mass,change card,bi-temporal images,remote sensing
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