Evolving image processing operations for an evolvable hardware environment

被引：0

作者：

Smith, SL ^{[1
]}

Crouch, DP ^{[1
]}

Tyrrell, AM ^{[1
]}

机构：

[1] Univ York, Dept Elect, York YO10 5DD, N Yorkshire, England

来源：

EVOLVABLE SYSTEMS: FROM BIOLOGY TO HARDWARE, PROCEEDINGS | 2003年 / 2606卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper describes the application of genetic algorithms to evolve new spatial masks for non-linear image processing operations, which are ultimately to be implemented on evolvable hardware. The development environment was custom-built to allow full control over the evolution process and enable the importance of the evolution strategy (including the representation scheme, parameters and fitness function) to be investigated and understood. Results of applying the evolved mask to threshold real-world images are provided and are shown to be an improvement on conventional image processing operations. The envisaged infrastructure for the evolvable hardware is also considered, and the implementation of the image processing operations discussed.

引用

页码：332 / 343

页数：12

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