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 …
Convolutional neural network (CNN)-based computer vision systems have been increasingly applied in animal farming to improve animal management, but current …
In livestock operations, systematically monitoring animal body weight, biometric body measurements, animal behavior, feed bunk, and other difficult-to-measure phenotypes is …
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 …
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 …
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+ …
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 …
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 …
Highlights•An automated detection method of pig feeding and foraging behaviour was developed.•The automated method is based on convolutional deep neural networks.•The …