Deep learning and machine vision approaches for posture detection of individual pigs

A Nasirahmadi, B Sturm, S Edwards, KH Jeppsson… - Sensors, 2019 - mdpi.com
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 …

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 …

[HTML][HTML] Automatically detecting pig position and posture by 2D camera imaging and deep learning

M Riekert, A Klein, F Adrion, C Hoffmann… - … and Electronics in …, 2020 - Elsevier
Prior livestock research provides evidence for the importance of accurate detection of pig
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 …

Automated recognition of postures and drinking behaviour for the detection of compromised health in pigs

A Alameer, I Kyriazakis, J Bacardit - Scientific reports, 2020 - nature.com
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 …

Pose estimation and behavior classification of broiler chickens based on deep neural networks

C Fang, T Zhang, H Zheng, J Huang, K Cuan - Computers and Electronics …, 2021 - Elsevier
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 …

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 …

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 …

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 …

[HTML][HTML] Automatic recognition of feeding and foraging behaviour in pigs using deep learning

A Alameer, I Kyriazakis, HA Dalton, AL Miller… - Biosystems …, 2020 - Elsevier
Highlights•An automated detection method of pig feeding and foraging behaviour was
developed.•The automated method is based on convolutional deep neural networks.•The …