A new independent component analysis (ICA) method and its application to SAR images

被引：3
|
作者：
Zhang, XH [1 ]
Chen, CH [1 ]
机构：
[1] Univ Massachusetts, Dept Elect & Comp Engn, N Dartmouth, MA 02747 USA
来源：
NEURAL NETWORKS FOR SIGNAL PROCESSING XI | 2001年
关键词：
D O I：
10.1109/NNSP.2001.943133
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a new independent component analysis (ICA) method is proposed that makes use of the higher order statistics. We name it joint cumulant ICA (JC-ICA) algorithm. It can be implemented efficiently by a neural network. Its application in synthetic aperture radar (SAR) is discussed. The results show the potential usage in image processing problems.
引用
收藏
页码：283 / 292
页数：10
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