Recognition of bovine milk somatic cells based on multi-feature extraction and a GBDT-AdaBoost fusion model

Recognition of bovine milk somatic cells based on multi-feature extraction and a GBDT-AdaBoost fusion model

Traditional laboratory microscopy for identifying bovine milk somatic cells is subjective, time-consuming, and labor-intensive. The accuracy of the recognition directly through a single classifier is low. In this paper, a novel algorithm that combined the feature extraction algorithm and fusion clas...

Full description

Bibliographic Details
Main Authors: Jie Bai, Heru Xue, Xinhua Jiang, Yanqing Zhou
Format: Article
Language:English
Published: AIMS Press 2022-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
bovine milk somatic cell
feature extraction
gbdt-adaboost fusion model
classifier
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2022274?viewType=HTML

Internet

https://www.aimspress.com/article/doi/10.3934/mbe.2022274?viewType=HTML

Similar Items