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CageDAR-DeepSORT: An Improved Real-time Multi-object Tracking Algorithm for Caged Chickens Based on DeepSORT

delete2026-03-11
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OA
AI
赵
赵江涛 (Jiangtao Zhao)
S
Shuai Fu
X
Xuyang Zhao
周于皓 封面图
周于皓 (Yuhao Zhou)
X
Xindi Yu
L
Liwei Yang *
DOI：10.1016/j.atech.2026.101978delete
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摘要

摘要

En 中文
• 提出了CageDAR-DeepSORT用于笼养鸡追踪 • YOLOv11-AD：高精度，2.09M参数，63.3 FPS • DARNet在ReID中达到95.7%的mAP和80.1%的Rank-1 • 针对鸡舍环境优化追踪匹配策略 • 将ID切换次数减少至2，IDF1得分为81.69%
Keyword:
Multi-object tracking
DeepSORT
YOLOv11
Re-identification
Smart farming
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期刊

Smart Agricultural Technology 封面图
Smart Agricultural Technology
IF:
5.7
论文数:
2.5K
被引数:
2.5K

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