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An Improved Chicken Swarm Optimization Algorithm for Handwritten Document Image Enhancement

2024-10-20Code Available0· sign in to hype

Stanley Mugisha, Lynn tar Gutu, P Nagabhushan

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Abstract

Chicken swarm optimization is a new meta-heuristic algorithm which mimics the foraging hierarchical behavior of chicken. In this paper, we describe the preprocessing of handwritten document by contrast enhancement while preserving detail with an improved chicken swarm optimization algorithm.The results of the algorithm are compared with other existing meta heuristic algorithms like Cuckoo Search, Firefly Algorithm and the Artificial bee colony. The proposed algorithm considerably outperforms all the above by giving good results.

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