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 …

Smart animal agriculture: application of real-time sensors to improve animal well-being and production

I Halachmi, M Guarino, J Bewley… - Annual review of animal …, 2019 - annualreviews.org
Consumption of animal products such as meat, milk, and eggs in first-world countries has
leveled off, but it is rising precipitously in developing countries. Agriculture will have to …

Precision livestock farming in swine welfare: a review for swine practitioners

M Benjamin, S Yik - Animals, 2019 - mdpi.com
Simple Summary The increasing implementation of technological advances originally
developed for video gaming (PlayStation, Xbox) is helping to progress livestock production …

Recording behaviour of indoor-housed farm animals automatically using machine vision technology: A systematic review

K Wurtz, I Camerlink, RB D'Eath, AP Fernández… - PloS one, 2019 - journals.plos.org
Large-scale phenotyping of animal behaviour traits is time consuming and has led to
increased demand for technologies that can automate these procedures. Automated …

Advancements in sensor technology and decision support intelligent tools to assist smart livestock farming

LO Tedeschi, PL Greenwood… - Journal of Animal …, 2021 - academic.oup.com
Remote monitoring, modern data collection through sensors, rapid data transfer, and vast
data storage through the Internet of Things (IoT) have advanced precision livestock farming …

Precision technologies to address dairy cattle welfare: Focus on lameness, mastitis and body condition

SR Silva, JP Araujo, C Guedes, F Silva, M Almeida… - Animals, 2021 - mdpi.com
Simple Summary The welfare of farm animals is a growing concern in the EU and across the
world. In milk production, there is a strong need to assess the welfare of dairy cows. One of …

[HTML][HTML] Invited review: Cattle lameness detection with accelerometers

NW O'leary, DT Byrne, AH O'Connor, L Shalloo - Journal of dairy science, 2020 - Elsevier
Locomotion scoring is time consuming and is not commonly completed on farms. Farmers
also underestimate their herds' lameness prevalence, a knowledge gap that impedes …

[HTML][HTML] Development of automatic body condition scoring using a low-cost 3-dimensional Kinect camera

R Spoliansky, Y Edan, Y Parmet, I Halachmi - Journal of dairy science, 2016 - Elsevier
Body condition scoring (BCS) is a farm-management tool for estimating dairy cows' energy
reserves. Today, BCS is performed manually by experts. This paper presents a 3 …

Automatic lameness detection in cattle

M Alsaaod, M Fadul, A Steiner - The veterinary journal, 2019 - Elsevier
There is an increasing demand for health and welfare monitoring in modern dairy farming.
The development of various innovative techniques aims at improving animal behaviour …

Intelligent perception-based cattle lameness detection and behaviour recognition: A review

Y Qiao, H Kong, C Clark, S Lomax, D Su, S Eiffert… - Animals, 2021 - mdpi.com
Simple Summary Cattle lameness detection as well as behaviour recognition are the two
main objectives in the applications of precision livestock farming (PLF). Over the last five …