Fault-tolerant image filter design using Particle Swarm Optimization

Zhiguo Bao; Fangfang Wang; Xiaoming Zhao; Takahiro Watanabe

Fault-tolerant image filter design using Particle Swarm Optimization

Zhiguo Bao^*, Fangfang Wang, Xiaoming Zhao, Takahiro Watanabe

^*Corresponding author for this work

Graduate School of Information, Production and Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

This paper describes mixed constrained image filter design with fault tolerant using Particle Swarm Optimization (PSO) on a reconfigurable processing array. There may be some faulty Configurable Logic Blocks (CLBs) in a reconfigurable processing array. The proposed method with PSO autonomously synthesizes a filter fitted to the reconfigurable device with some faults, to optimize the complexity and power of a circuit, 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.

Original language	English
Title of host publication	Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11
Pages	653-658
Number of pages	6
Publication status	Published - 2011 Dec 1
Event	16th International Symposium on Artificial Life and Robotics, AROB '11 - Beppu, Oita, Japan Duration: 2011 Jan 27 → 2011 Jan 29

Publication series

Name	Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11

Conference

Conference	16th International Symposium on Artificial Life and Robotics, AROB '11
Country/Territory	Japan
City	Beppu, Oita
Period	11/1/27 → 11/1/29

Keywords

Fault tolerant
Mixed constrained image filter design
Particle Swarm Optimization

ASJC Scopus subject areas

Artificial Intelligence
Computer Vision and Pattern Recognition
Human-Computer Interaction

Cite this

Fault-tolerant image filter design using Particle Swarm Optimization. / Bao, Zhiguo; Wang, Fangfang; Zhao, Xiaoming et al.
Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11. 2011. p. 653-658 (Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Bao, Z, Wang, F, Zhao, X & Watanabe, T 2011, Fault-tolerant image filter design using Particle Swarm Optimization. in Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11. Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11, pp. 653-658, 16th International Symposium on Artificial Life and Robotics, AROB '11, Beppu, Oita, Japan, 11/1/27.

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Fault-tolerant image filter design using Particle Swarm Optimization

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

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Cite this