Deep learning and machine vision approaches for posture detection of individual pigs
Posture detection targeted towards providing assessments for the monitoring of health and
welfare of pigs has been of great interest to researchers from different disciplines. Existing …
welfare of pigs has been of great interest to researchers from different disciplines. Existing …
Pig-posture recognition based on computer vision: Dataset and exploration
H Shao, J Pu, J Mu - Animals, 2021 - mdpi.com
Simple Summary This study explored an image-based method for recognizing pigs' postures
during growth and established the world's first human-annotated pig-posture-recognition …
during growth and established the world's first human-annotated pig-posture-recognition …
[HTML][HTML] Automatically detecting pig position and posture by 2D camera imaging and deep learning
Prior livestock research provides evidence for the importance of accurate detection of pig
positions and postures for better understanding animal welfare. Position and posture …
positions and postures for better understanding animal welfare. Position and posture …
Automatic scoring of postures in grouped pigs using depth image and CNN-SVM
J Xu, S Zhou, A Xu, J Ye, A Zhao - Computers and Electronics in Agriculture, 2022 - Elsevier
Animal posture is a manifestation of animal behavior, and an animal's behavior provides
information about their health, welfare, and living environment. In recent years, machine …
information about their health, welfare, and living environment. In recent years, machine …
Automated recognition of postures and drinking behaviour for the detection of compromised health in pigs
Abstract Changes in pig behaviours are a useful aid in detecting early signs of compromised
health and welfare. In commercial settings, automatic detection of pig behaviours through …
health and welfare. In commercial settings, automatic detection of pig behaviours through …
Pose estimation and behavior classification of broiler chickens based on deep neural networks
Poultry behavior is an important indicator for diagnosing poultry diseases. Accurate pose
estimation is the basis of poultry behavior analysis, and it provides poultry disease warning …
estimation is the basis of poultry behavior analysis, and it provides poultry disease warning …
Automatic recognition of lactating sow postures from depth images by deep learning detector
C Zheng, X Zhu, X Yang, L Wang, S Tu… - Computers and electronics …, 2018 - Elsevier
The behaviors of livestock on farms are the primary representatives of animal welfare, health
conditions and social interactions. Measuring behavior quantitatively in an automatic …
conditions and social interactions. Measuring behavior quantitatively in an automatic …
Mounting behaviour recognition for pigs based on deep learning
D Li, Y Chen, K Zhang, Z Li - Sensors, 2019 - mdpi.com
For both pigs in commercial farms and biological experimental pigs at breeding bases,
mounting behaviour is likely to cause damage such as epidermal wounds, lameness and …
mounting behaviour is likely to cause damage such as epidermal wounds, lameness and …
Real-time sow behavior detection based on deep learning
Y Zhang, J Cai, D Xiao, Z Li, B Xiong - Computers and Electronics in …, 2019 - Elsevier
Recording sow behaviors allows tracking their health status, the timely detection of
abnormalities, and provides assistance to increase their health both physically and mentally …
abnormalities, and provides assistance to increase their health both physically and mentally …
[HTML][HTML] Automatic recognition of feeding and foraging behaviour in pigs using deep learning
Highlights•An automated detection method of pig feeding and foraging behaviour was
developed.•The automated method is based on convolutional deep neural networks.•The …
developed.•The automated method is based on convolutional deep neural networks.•The …