Artificial intelligence in animal farming: A systematic literature review

J Bao, Q Xie - Journal of Cleaner Production, 2022 - Elsevier
Some scientific researches have been conducted recently based on Artificial Intelligence
(AI) to solve animal welfare and health related problems. However, no review study was …

Behaviour recognition of pigs and cattle: Journey from computer vision to deep learning

C Chen, W Zhu, T Norton - Computers and Electronics in Agriculture, 2021 - Elsevier
The increasing demand for sustainable livestock products also demands new
considerations in animal breeding. Breeding programs are now seeking to integrate animal …

Practices and applications of convolutional neural network-based computer vision systems in animal farming: A review

G Li, Y Huang, Z Chen, GD Chesser Jr, JL Purswell… - Sensors, 2021 - mdpi.com
Convolutional neural network (CNN)-based computer vision systems have been
increasingly applied in animal farming to improve animal management, but current …

A review of deep learning algorithms for computer vision systems in livestock

DAB Oliveira, LGR Pereira, T Bresolin, REP Ferreira… - Livestock Science, 2021 - Elsevier
In livestock operations, systematically monitoring animal body weight, biometric body
measurements, animal behavior, feed bunk, and other difficult-to-measure phenotypes is …

Image analysis and computer vision applications in animal sciences: an overview

AFA Fernandes, JRR Dórea, GJM Rosa - Frontiers in Veterinary …, 2020 - frontiersin.org
Computer Vision, Digital Image Processing, and Digital Image Analysis can be viewed as an
amalgam of terms that very often are used to describe similar processes. Most of this …

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 …

A computer vision-based method for spatial-temporal action recognition of tail-biting behaviour in group-housed pigs

D Liu, M Oczak, K Maschat, J Baumgartner… - Biosystems …, 2020 - Elsevier
Highlights•A novel method was proposed to recognise and locate pig tail-biting behaviour.•A
tracking algorithm was proposed to extract pairwise interactions from the group.•The CNN+ …

An overview of the current trends in precision pig farming technologies

C Tzanidakis, P Simitzis, K Arvanitis, P Panagakis - Livestock Science, 2021 - Elsevier
Pig farming is one of the most technologically advanced and continuously growing
production sectors. As the pig herds grow larger and at the same time the number of farmers …

A review of video-based pig behavior recognition

Q Yang, D Xiao - Applied Animal Behaviour Science, 2020 - Elsevier
Video surveillance technology has been applied in many farms and a large amount of video
data has been generated. Extracting valuable information about the pig industry from video …

[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 …