Gait Phase Recognition of Dairy Cows based on Gaussian Mixture Model and Hidden Markov Model

Gait Phase Recognition of Dairy Cows based on Gaussian Mixture Model and Hidden Markov Model

The gait phase of dairy cows is an important indicator to reflect the severity of lameness. IThe accuracy of available gait segmentation methods was not enough for lameness detection. In this study, a gait phase recognition method based on Gaussian mixture model (GMM) and hidden Markov model (HMM) w...

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Bibliographic Details
Main Authors: ZHANG Kai, HAN Shuqing, CHENG Guodong, WU Saisai, LIU Jifang
Format: Article
Language:English
Published: Editorial Office of Smart Agriculture 2022-06-01
Series:智慧农业
Subjects:
dairy cow lameness
gait phase
gait segmentation
gaussian mixture model
hidden markov model
kalman filtering
Online Access:http://www.smartag.net.cn/article/2022/2096-8094/2096-8094-2022-4-2-53.shtml

Internet

http://www.smartag.net.cn/article/2022/2096-8094/2096-8094-2022-4-2-53.shtml

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