Coevolution and linear genetic programming for visual learning

被引:0
|
作者
Krawiec, K [1 ]
Bhanu, B [1 ]
机构
[1] Univ Calif Riverside, Ctr Res Intelligent Syst, Riverside, CA 92521 USA
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, a novel genetically-inspired visual learning method is proposed. Given the training images, this general approach induces a sophisticated feature-based recognition system, by using cooperative coevolution and linear genetic programming for the procedural representation Of feature extraction agents. The paper describes the learning algorithm and provides a firm rationale for its design. An extensive experimental evaluation, on the demanding real-world task of object recognition in synthetic aperture radar (SAR) imagery, shows the competitiveness of the proposed approach with human-designed recognition systems.
引用
收藏
页码:332 / 343
页数:12
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