基于证据冲突的双时相图像变化检测研究

Fatma Haouas, Z. B. Dhiaf, A. Hammouda, B. Solaiman
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引用次数: 4

摘要

提出了一种基于邓普斯特-谢弗框架的遥感影像变化检测新方法。该方法建立在多时间冲突分析和解释的基础上,并将其作为一种新的变化指标。由此,从空集质量中推导出两幅双时相图像的多时相冲突卡,得到一张预变卡。这证明了Dempster-Shafer理论可以以一种新的方式应用于变化检测,其中冲突不完全性允许挖掘有关变化的可靠且不琐碎的信息。利用双时相Landsat图像验证了冲突对多时相变化映射的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards change detection in bi-temporal images using evidential conflict
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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