Improved particle filter algorithm combined with culture algorithm for collision Caenorhabditis elegans tracking

Abstract In order to address the issue of tracking errors of collision Caenorhabditis elegans, this research proposes an improved particle filter tracking method integrated with cultural algorithm. The particle filter algorithm is enhanced through the integration of the sine cosine algorithm, thereb...

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Bibliographic Details
Main Authors: Taoyuan Yu, Xiping Xu, Yuanpeng Li, Ning Zhang, Naiyu Zhang, Xiaohui Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-87970-0
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