Abnormal turkey behaviour detection using self-supervised video anomaly detection and multiple object tracking

Yubo Zhang

doi:10.1016/j.compag.2025.110856

2025-08-23

Patrick Langenhuizen *

DOI：10.1016/j.compag.2025.110856

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摘要

En 中文

• 设计和创建三个不同的turkey数据集以用于不同任务。 • 基于turkey头部区域引入第三个关联部分以改进ByteTrack。 • 训练一个自监督异常检测器以检测turkeys中的异常行为。

Keyword:

Multi-object tracking

Anomaly detection

Animal detection, Self-supervised learning

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期刊

Computers and Electronics in Agriculture

IF:

8.9

论文数:

1.0W

被引数:

4.8W

机构

Harbin Engineering University

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1.9W

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被引数: 1.3W

Wageningen University

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1.5K

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被引数: 3

Eindhoven University of Technology

学者数:

1.6W

论文数: 1.5W

被引数: 2.2W

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