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High-throughput markerless pose estimation and home-cage activity analysis of tree shrew using deep learning

Yangzhen Wang Chen Zhang Yonglu Tian Feng Su Rixu Cong Mengna Liu Kaichen Shan Xiaying Li Desheng Zhu Yusheng Wei Jiejie Dai

动物模型与实验医学（英文）2025，Vol.8Issue(5)：896-905,10.

动物模型与实验医学（英文）2025，Vol.8Issue(5)：896-905,10.DOI:10.1002/ame2.12530

High-throughput markerless pose estimation and home-cage activity analysis of tree shrew using deep learning

Yangzhen Wang ¹Chen Zhang ²Yonglu Tian ³Feng Su ⁴Rixu Cong ⁵Mengna Liu ²Kaichen Shan ¹Xiaying Li ⁶Desheng Zhu ⁶Yusheng Wei ⁶Jiejie Dai⁷

作者信息

1. Department of Automation,Tsinghua University,Beijing,China
2. School of Basic Medical Sciences,Beijing Key Laboratory of Neural Regeneration and Repair,Advanced Innovation Center for Human Brain Protection,Capital Medical University,Beijing,China
3. School of Psychological and Cognitive Sciences,IDG/McGovern Institute for Brain Research,Peking University,Beijing,China
4. College of Future Technology,Peking University,Beijing,China
5. Ministry of Education,Key Laboratory of Cell Proliferation and Differentiation,College of Life Sciences,Peking University,Beijing,China
6. Laboratory Animal Center,School of Life Sciences,Peking University,Beijing,China
7. Institute of Medical Biology,Chinese Academy of Medical Sciences and Peking Union Medical College,Kunming,China
折叠

摘要

关键词

deep learning/food grasping/home-cage activity/pose estimation/tree shrew

Key words

deep learning/food grasping/home-cage activity/pose estimation/tree shrew

引用本文复制引用

Yangzhen Wang,Chen Zhang,Yonglu Tian,Feng Su,Rixu Cong,Mengna Liu,Kaichen Shan,Xiaying Li,Desheng Zhu,Yusheng Wei,Jiejie Dai..High-throughput markerless pose estimation and home-cage activity analysis of tree shrew using deep learning[J].动物模型与实验医学（英文）,2025,8(5):896-905,10.

基金项目

China Postdoctoral Science Foundation,Grant/Award Number:2020M670027 and 2023TQ0183 （）

National Key Research and Development Program of China,Grant/Award Number:2023YFF0724902 （）

Local Standards Research of BeiJing Laboratory Tree Shrew,Grant/Award Number:CHYX-2023-DGB001 （）

动物模型与实验医学（英文）

ISSN：2096-5451

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