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一种变化检测的新算法
引用本文:李小春,陈鲸.一种变化检测的新算法[J].宇航学报,2005,26(3):334-338.
作者姓名:李小春  陈鲸
作者单位:1. 西南电子电信技术研究所重点实验室,成都,610041;空军工程大学,电讯工程学院,西安,710077
2. 西南电子电信技术研究所重点实验室,成都,610041
摘    要:变化检测技术是遥感图像应用中的关键技术之一。在分析变化检测算法的基础上,提出了一种新的变化检测算法,该算法主要由三步组成:差图像的优化获取、变化区域的准确检测、目标阴影的修正。仿真结果表明了本文所提算法对变化目标的检测准确可靠,且对背景有较强的鲁棒性。

关 键 词:变化检测  阴影检测  图像融合  独立成份分析
文章编号:1000-1328(2005)03-0334-05

A New Algorithm for Change Detection
LI Xiao-chun,CHEN Jing.A New Algorithm for Change Detection[J].Journal of Astronautics,2005,26(3):334-338.
Authors:LI Xiao-chun  CHEN Jing
Institution:LI Xiao-chun~
Abstract:Change detection was one of pivotal technologies for the application of remote sensing image. On the basis of analysis for algorithms for change detection, A new algorithm was proposed in this paper, the algorithm consists of three steps: optimized acquiring for difference image based on blocking by using wavelet transform; exact detection of change area by using self-adaptive threshold; correcting change detection result through detecting objects' shadow. A number of simulation results show that new algorithm can detect effectively change areas, and outlines of change objects are incarnated perfectly simultaneously. The algorithm has better robustress against background.
Keywords:Change detection  Shadow detection  Image fusion  Independent component analysis
本文献已被 CNKI 维普 万方数据 等数据库收录!
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