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OALib Journal期刊
ISSN: 2333-9721
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基于协同分割的高分辨率遥感图像变化检测
DOI: 10.13232/j.cnki.jnju.2015.015, PP. 1039-1048
Keywords: 高分辨率遥感图像,多时相图像,变化检测,协同分割,最小割/最大流
Abstract:
针对面向对象变化检测存在的多时相对象边界不一致的难题，基于计算机视觉领域的多视图像协同分割思想，提出一种面向多时相高分辨率遥感图像变化检测的协同分割方法。首先对多时相遥感图像进行协同处理，利用多时相信息发现变化特征，以光谱变化为指标，获得变化强度图，进而在变化强度图的引导下，结合各时相的图像自身特征进行分割，通过能量函数的构建和优化，直接生成边界准确、空间对应的多时相变化对象。利用两个时相的高分辨率航空图像进行实验表明，该方法可以较完整准确地分割出变化对象，通过建立其空间对应关系，能清晰地表达对象的变化过程，为高分辨率遥感图像面向对象变化检测提供了新思路。
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