An Improved Chicken Swarm Optimization Algorithm for Handwritten Document Image Enhancement
Neural and Evolutionary Computing
2024-11-05 v1 Artificial Intelligence
Computer Vision and Pattern Recognition
Machine Learning
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.
Cite
@article{arxiv.2411.00802,
title = {An Improved Chicken Swarm Optimization Algorithm for Handwritten Document Image Enhancement},
author = {Stanley Mugisha and Lynn tar Gutu and P Nagabhushan},
journal= {arXiv preprint arXiv:2411.00802},
year = {2024}
}
Comments
6 pages, 2 figures, conference