Yu Dong, Lin-Lin Zhao , "Niche Particle Swarm Optimization Combined with Chaotic Mutation Application in Image Enhancement," WSEAS Transactions on Signal Processing, vol. 12, pp. 148-154, 2016, DOI:
Yu Dong, Lin-Lin Zhao . Niche Particle Swarm Optimization Combined with Chaotic Mutation Application in Image Enhancement.
WSEAS Transactions on Signal Processing. 2016;12:148-154.
WSEAS Transactions on Signal Processing
Print ISSN: 1790-5052, E-ISSN: 2224-3488
Volume 12, 2016
Niche Particle Swarm Optimization Combined with Chaotic Mutation Application in Image Enhancement
Authors: ,
Abstract: A niche chaotic mutation particle swarm optimization (NCPSO) algorithm is proposed to overcome the problem of loss details of images, the contrast is not obvious and poor adaptability in traditional image enhancement methods. In this algorithm, niching methods and elimination strategy are introduced to improve the global optimization ability. Mutative scale chaos mutation algorithm has refined local traversal search performance, which makes the algorithm has higher searching precision. The results indicate that image enhancement based on the algorithm has such advantage as image detail clearly, strong contrast and excellent versatility.
Pages: 148-154 WSEAS Transactions on Signal Processing, ISSN / E-ISSN: 1790-5052 / 2224-3488, Volume 12, 2016, Art. #18 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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