Anti-drift pose tracker (ADPT), a transformer-based network for robust animal pose estimation cross-species

Deep learning-based methods have advanced animal pose estimation, enhancing accuracy, and efficiency in quantifying animal behavior. However, these methods frequently experience tracking drift, where noise-induced jumps in body point estimates compromise reliability. Here, we present the anti-drift...

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Bibliographic Details
Main Authors: Guoling Tang, Yaning Han, Xing Sun, Ruonan Zhang, Ming-Hu Han, Quanying Liu, Pengfei Wei
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2025-05-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/95709
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