A multi-strategy improved crow search algorithm for multi-level thresholding image segmentation

Abstract The standard crow search algorithm suffers from low convergence accuracy, insufficient stability, and susceptibility to getting stuck in local optima. To tackle these formidable challenges, this paper proposes a novel multi-strategy improved crow search algorithm (MSICSA) specifically desig...

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Bibliographic Details
Main Authors: Xiaoping Zhang, Chengliang Huang, Weixia Gui
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-94318-1
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