Daily behavior recognition of cattle based on dynamic region image features in open environment

R Fu, J Fang, Y Zhao - 2022 3rd International Conference on …, 2022 - ieeexplore.ieee.org
In order to recognize the daily behaviors of cattle in an open environment, the daily
behaviors of cattle were classified based on the image features in the dynamic region …

Cattle identification and activity recognition by surveillance camera

H Guan, N Motohashi, T Maki, T Yamaai - Electronic Imaging, 2020 - library.imaging.org
In cattle farm, it is important to monitor activity of cattle to know their health condition and
prevent accidents. Sensors were used by conventional methods to recognize activity of …

Automatic behavior recognition of group-housed goats using deep learning

M Jiang, Y Rao, J Zhang, Y Shen - Computers and Electronics in …, 2020 - Elsevier
Daily behavior is one important manifestation for health and welfare status of livestock. In
traditional behavior recognition methods, it was often mandatory to detect animal heads or …

Target detection and cow standing behavior recognition based on YOLOv5 algorithm

X Tian, B Li, X Cheng, X Shi - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Accurate and effective behavior recognition of cows is the basis for realizing
informationization, high efficiency and scale of animal husbandry farming. To address the …

Deep learning-based hierarchical cattle behavior recognition with spatio-temporal information

A Fuentes, S Yoon, J Park, DS Park - Computers and Electronics in …, 2020 - Elsevier
Behavior is an important indicator for understanding the well-being of animals. This process
has been frequently carried out by observing video records to detect changes with statistical …

Cattle Behavior Classification Based on Integration of Acceleration Sensor and Position Information

T Huijuan, H Lvwen, Z Mengqun, T Xu… - … and the Internet …, 2023 - ieeexplore.ieee.org
In order to monitor the behavior of cattle, we designed an intelligent cattle collar, and
completed the experiments at the National Breeding Center of Beef Cattle in YangLing …

Recognition of scene-interactive behaviors of calves based on video analysis

Y Guo, D He, H Song - 2018 ASABE Annual International …, 2018 - elibrary.asabe.org
Animal behavior provides an important index for evaluating animal welfare. To achieve
automatic monitoring of calf behavior, a method of recognizing scene-interactive behaviors …

Using a CNN-LSTM for basic behaviors detection of a single dairy cow in a complex environment

D Wu, Y Wang, M Han, L Song, Y Shang… - … and Electronics in …, 2021 - Elsevier
The basic behaviors of dairy cows (drinking, ruminating, walking, standing and lying) are
closely related to their physiological health status. Consequently, intelligent behavior …

Behaviors detection of pregnant sows based on deep learning

C Song, X Rao - Proceedings of the ASABE Annual International …, 2018 - elibrary.asabe.org
Ensuring the health of pregnant sows plays a key role in pig-breeding. Generally, the
behaviors of pregnant sows can indicate their health condition. Thus, it's necessary to …

A recognition of farming behavior method based on EPCI-LSTM model

W Zhao, X Chen, Y Li, J Xu, X Li - Computers and Electronics in Agriculture, 2021 - Elsevier
The definition of recognition of farming behavior is by embedding deep learning algorithms
into industrial communication devices such as cameras to capture the farming actions of …