CowXNet: An automated cow estrus detection system
作者:
Highlights:
• CowXNet: an automated estrus detection system without attached electronic devices.
• A set of discriminative features for estrus detection was found.
• A new benchmark dataset of cows with annotations is available.
• The nose was the key indicator of estrus behavior, especially sniffing.
• Cows behave differently when they are in estrus.
摘要
•CowXNet: an automated estrus detection system without attached electronic devices.•A set of discriminative features for estrus detection was found.•A new benchmark dataset of cows with annotations is available.•The nose was the key indicator of estrus behavior, especially sniffing.•Cows behave differently when they are in estrus.
论文关键词:Estrus detection,Behavior analysis,Cattle,Deep learning
论文评审过程:Received 8 March 2022, Revised 29 June 2022, Accepted 12 August 2022, Available online 18 August 2022, Version of Record 31 August 2022.
论文官网地址:https://doi.org/10.1016/j.eswa.2022.118550