A unifying perspective of coherent and non-coherent change detection

被引:1
作者
Ash, Joshua N. [1 ]
机构
[1] Ohio State Univ, Dept Elect & Comp Engn, Columbus, OH 43210 USA
来源
ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XXI | 2014年 / 9093卷
关键词
Coherent change detection; non-coherent change detection; partial coherence; unified theory;
D O I
10.1117/12.2054338
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper we present a new generalized family of change detection algorithms for SAR imagery that, includes traditional non-coherent and coherent processing as special cases. The parameterized family of algorithms, referred to as partially coherent change detection (PCCD), allows the user to select the level of coherence desired in the change detection algorithm. This and other settings of the algorithm enable one to specify the types of changes that are significant, thereby reducing the number of false alarms due to insignificant changes such as foliage motion. Algorithm settings may also be applied spatially in Order to support spatially varying levels of coherence based on scene content. Examples from synthetic and measured imagery demonstrate the efficacy of the new family of algorithms.
引用
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页数:9
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