Applications of Computational Intelligence in Remote Sensing Image Analysis

被引:1
|
作者
Tong, Hengjian [1 ]
Zhao, Man [1 ]
Li, Xiang [1 ]
机构
[1] China Univ Geosci, Sch Comp Sci, Wuhan 430074, Peoples R China
关键词
Computational Intelligence; remote sensing image analysis; neural networks; fuzzy systems; evolutionary computation; swarm intelligence; artificial immune systems; ARTIFICIAL IMMUNE CLASSIFIER; GENETIC-ALGORITHM; PIXEL CLASSIFICATION; NEURAL-NETWORKS; SEGMENTATION; OPTIMIZATION; EXTRACTION;
D O I
10.1007/978-3-642-04962-0_20
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Remote sensing image analysis, such as image segmentation, image classification and feature extraction, is a very hard task because there are many uncertainties in remote sensing and there is not a definite mathematical model in remote sensing image data. It is difficult for traditional methods to deal with this problem. Therefore, many scholars try to solve the problem by introducing computational intelligence techniques to remote sensing image analysis. This paper surveys the applications of some computational intelligence techniques in remote sensing image analysis, including neural networks, fuzzy systems, evolutionary computation, swarm intelligence, artificial immune systems.
引用
收藏
页码:171 / 179
页数:9
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