Study on the Impact of LDA Preprocessing on Pig Face Identification with SVM

Study on the Impact of LDA Preprocessing on Pig Face Identification with SVM

In this study, the implementation of traditional machine learning models in the intelligent management of swine is explored, focusing on the impact of LDA preprocessing on pig facial recognition using an SVM. Through experimental analysis, the kernel functions for two testing protocols, one utilizin...

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Bibliographic Details
Main Authors: Hongwen Yan, Yulong Wu, Yifan Bo, Yukuan Han, Gaifeng Ren
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Animals
Subjects:
SVM
LDA
individual identification
intelligent management of pig breeding
Online Access:https://www.mdpi.com/2076-2615/15/2/231
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