基于多目标跟踪的自动数羊方法

2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) Pub Date : 2020-12-01 DOI:10.1109/VCIP49819.2020.9301868

Jingsong Xu, Litao Yu, Jian Zhang, Qiang Wu

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引用次数: 2

摘要

在牲畜运输和交易中，清点牲畜是一项技术含量很高但又很繁琐的工作。为了有效地解放人力，提供准确的羊装卸计数，我们开发了一种基于多目标检测、跟踪和外推技术的自动数羊系统。我们的系统已经证明，在最佳视觉条件下，绵羊在比赛中自由移动的准确率超过99.9%。

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Automatic Sheep Counting by Multi-object Tracking

Animal counting is a highly skilled yet tedious task in livestock transportation and trading. To effectively free up the human labour and provide accurate counts for sheep loading/unloading, we develop an auto sheep counting system based on multi-object detection, tracking and extrapolation techniques. Our system has demonstrated more than 99.9% accuracy with sheep moving freely in a race under optimal visual conditions.

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2020 IEEE International Conference on Visual Communications and Image Processing (VCIP)

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