Multi-Modality Sheep Face Recognition Based on Deep Learning

Multi-Modality Sheep Face Recognition Based on Deep Learning

To address the challenge of recognizing sheep faces of the same type, which exhibit significant similarities and varying performance of RGB images under different lighting conditions and angles, this paper proposes a dual-branch multi-modal sheep face recognition model based on the ResNet18 architec...

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Bibliographic Details
Main Authors: Sheng Liao, Yan Shu, Fang Tian, Yong Zhou, Guoliang Li, Cheng Zhang, Chao Yao, Zike Wang, Longjie Che
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Animals
Subjects:
sheep face recognition
multimodal
deep learning
ResNet
CBAM attention
Online Access:https://www.mdpi.com/2076-2615/15/8/1111
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