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The Ethereal
An Improved Chicken Swarm Optimization Algorithm for Handwritten Document Image Enhancement
October 20, 2024 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Stanley Mugisha, Lynn tar Gutu, P Nagabhushan
arXiv ID
2411.00802
Category
cs.NE: Neural & Evolutionary
Cross-listed
cs.AI,
cs.CV,
cs.LG
Citations
1
Venue
arXiv.org
Last Checked
4 months ago
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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