A Resampling Ant Colony Optimization with Elite Exploration and Convergence Mechanism for Multithreshold Segmentation of Breast Cancer Images

Previous studies have emphasized the potential of threshold image segmentation for early breast cancer detection. However, traditional methods encounter challenges regarding low segmentation efficiency and accuracy. Addressing this, the ant colony optimization algorithm for continuous optimization (...

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Bibliographic Details
Published in:	Advanced intelligent systems Vol. 6; no. 9
Main Authors:	Wang, Zhen, Zhao, Dong, Heidari, Ali Asghar, Chen, Yi, Chen, Huiling, Liang, Guoxi
Format:	Journal Article
Language:	English
Published:	Weinheim John Wiley & Sons, Inc 01.09.2024 Wiley
Subjects:	Ablation Accuracy Algorithms Ant colony optimization ant colony optimization algorithms Basic converters Breast cancer breast cancers Convergence Deep learning Design engineering Design optimization Efficiency Entrapment Entropy Heuristic methods Image enhancement Image segmentation Local optimization Medical imaging Medical research metaheuristic algorithms Optimization algorithms Pheromones Resampling threshold image segmentations Tumors
ISSN:	2640-4567, 2640-4567
Online Access:	Get full text
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