Classification of cow behavior patterns using inertial measurement units and a fully convolutional network model

Classification of cow behavior patterns using inertial measurement units and a fully convolutional network model

ABSTRACT: In this study, we aimed to classify 7 cow behavior patterns automatically with an inertial measurement unit (IMU) using a fully convolutional network (FCN) algorithm. Behavioral data of 12 cows were collected by attaching an IMU in a waterproof box on the neck behind the head of each cow....

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Bibliographic Details
Main Authors: Mei Liu, Yiqi Wu, Guangyang Li, Meiqi Liu, Rui Hu, Huawei Zou, Zhisheng Wang, Yingqi Peng
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Journal of Dairy Science
Subjects:
behavior pattern classification
fully convolutional network
convolutional neural network
inertial measurement unit
Online Access:http://www.sciencedirect.com/science/article/pii/S0022030222007007

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http://www.sciencedirect.com/science/article/pii/S0022030222007007

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