Towards change detection in bi-temporal images using evidential conflict
2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)(2018)
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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