Multi-Center Agent Loss for Visual Identification of Chinese Simmental in the Wild

Multi-Center Agent Loss for Visual Identification of Chinese Simmental in the Wild

Visual identification of cattle in the wild provides an essential way for real-time cattle monitoring applicable to precision livestock farming. Chinese Simmental exhibit a yellow or brown coat with individually characteristic white stripes or spots, which makes a biometric identifier for identifica...

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Bibliographic Details
Main Authors: Jianmin Zhao, Qiusheng Lian, Neal N. Xiong
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Animals
Subjects:
cattle identification
deep convolutional neural networks (DCNNs)
deep metric learning (DML)
open-set recognition
precision livestock farming
Online Access:https://www.mdpi.com/2076-2615/12/4/459

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https://www.mdpi.com/2076-2615/12/4/459

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