Fault-tolerant image filter design using GA

Zhiguo Bao, Fangfang Wang, Xiaoming Zhao, Takahiro Watanabe

研究成果: Conference contribution

3 引用 (Scopus)

抜粋

This paper describes mixed constrained image filter design with fault tolerant using Genetic Algorithm (GA) on a reconfigurable processing array. There may be some faulty Configurable Logic Blocks (CLBs) in a reconfigurable processing array at random. The proposed method with GA autonomously synthesizes a filter fitted to the reconfigurable device with some faults, evaluating the complexity, power and signal delay in both CLBs and wires. An image filter for noise reduction is experimentally synthesized to verify the validity of our method. By evolution, the quality of the optimized image filter on a reconfigurable device with a few faults is almost same as that with no fault.

元の言語English
ホスト出版物のタイトルTENCON 2010 - 2010 IEEE Region 10 Conference
ページ897-902
ページ数6
DOI
出版物ステータスPublished - 2010 12 1
イベント2010 IEEE Region 10 Conference, TENCON 2010 - Fukuoka, Japan
継続期間: 2010 11 212010 11 24

出版物シリーズ

名前IEEE Region 10 Annual International Conference, Proceedings/TENCON

Other

Other2010 IEEE Region 10 Conference, TENCON 2010
Japan
Fukuoka
期間10/11/2110/11/24

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering

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  • これを引用

    Bao, Z., Wang, F., Zhao, X., & Watanabe, T. (2010). Fault-tolerant image filter design using GA. : TENCON 2010 - 2010 IEEE Region 10 Conference (pp. 897-902). [5686557] (IEEE Region 10 Annual International Conference, Proceedings/TENCON). https://doi.org/10.1109/TENCON.2010.5686557