Individual Identification of Holstein Cows from Top-View RGB and Depth Images Based on Improved PointNet++ and ConvNeXt

The identification of individual cows is a prerequisite and foundation for realizing accurate and intelligent farming, but this identification method based on image information is easily affected by the environment and observation angle. To identify cows more accurately and efficiently, a novel indi...

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Bibliographic Details

Published in:	Agriculture
Main Authors:	Kaixuan Zhao, Jinjin Wang, Yinan Chen, Junrui Sun, Ruihong Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Subjects:	dairy cows individual identification PointNet++ body pattern features ConvNeXt
Online Access:	https://www.mdpi.com/2077-0472/15/7/710