Evolutionary design for image filter using GA

Zhiguo Bao, Takahiro Watanabe

研究成果: Conference contribution

5 引用 (Scopus)

抜粋

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.

元の言語English
ホスト出版物のタイトルTENCON 2009 - 2009 IEEE Region 10 Conference
DOI
出版物ステータス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
Singapore
Singapore
期間09/11/2309/11/26

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering

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  • これを引用

    Bao, Z., & Watanabe, T. (2009). Evolutionary design for image filter using GA. : TENCON 2009 - 2009 IEEE Region 10 Conference [5396235] (IEEE Region 10 Annual International Conference, Proceedings/TENCON). https://doi.org/10.1109/TENCON.2009.5396235