Evolutionary design for image filter using GA

Zhiguo Bao*, Takahiro Watanabe

*この研究の対応する著者

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

This paper describes evolutionary image filter design for noise reduction using Genetic Algorithm (GA), where the circuit complexity, power and signal delay are optimized. First, the evaluating value about correctness, complexity, power and signal delay are introduced to the fitness function. Then GA autonomously synthesizes a circuit which is simple and has good performance. To verify the effectiveness of our method, an image filter for noise reduction is experimentally synthesized. The resultant image filter by GA and the quality of filtered image are discussed.

本文言語English
ホスト出版物のタイトルTENCON 2009 - 2009 IEEE Region 10 Conference
DOI
出版ステータスPublished - 2009 12 1
イベント2009 IEEE Region 10 Conference, TENCON 2009 - Singapore, Singapore
継続期間: 2009 11 232009 11 26

出版物シリーズ

名前IEEE Region 10 Annual International Conference, Proceedings/TENCON

Conference

Conference2009 IEEE Region 10 Conference, TENCON 2009
国/地域Singapore
CitySingapore
Period09/11/2309/11/26

ASJC Scopus subject areas

  • コンピュータ サイエンスの応用
  • 電子工学および電気工学

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