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 …

[HTML][HTML] 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 …

[HTML][HTML] A systematic review on validated precision livestock farming technologies for pig production and its potential to assess animal welfare

Y Gómez, AH Stygar, IJMM Boumans… - Frontiers in veterinary …, 2021 - frontiersin.org
Several precision livestock farming (PLF) technologies, conceived for optimizing farming
processes, are developed to detect the physical and behavioral changes of animals …

[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 …

[HTML][HTML] Early detection of health and welfare compromises through automated detection of behavioural changes in pigs

SG Matthews, AL Miller, J Clapp, T Plötz… - The Veterinary Journal, 2016 - Elsevier
Early detection of health and welfare compromises in commercial piggeries is essential for
timely intervention to enhance treatment success, reduce impact on welfare, and promote …

[HTML][HTML] The research progress of vision-based artificial intelligence in smart pig farming

S Wang, H Jiang, Y Qiao, S Jiang, H Lin, Q Sun - Sensors, 2022 - mdpi.com
Pork accounts for an important proportion of livestock products. For pig farming, a lot of
manpower, material resources and time are required to monitor pig health and welfare. As …

Feeding behavior recognition for group-housed pigs with the Faster R-CNN

Q Yang, D Xiao, S Lin - Computers and electronics in agriculture, 2018 - Elsevier
The feeding behavior of each individual pig is an important indicator to determine whether it
is healthy or not. Therefore, automatic behavior recognition for individual pig is one of the …

Implementation of machine vision for detecting behaviour of cattle and pigs

A Nasirahmadi, SA Edwards, B Sturm - Livestock Science, 2017 - Elsevier
Livestock production to provide food for a growing world population, with increasing demand
for meat and milk products, has led to a rapid growth in the scale of cattle and pig …

[HTML][HTML] 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 …

On-barn pig weight estimation based on body measurements by a Kinect v1 depth camera

A Pezzuolo, M Guarino, L Sartori, LA González… - … and electronics in …, 2018 - Elsevier
Abstract Information on the daily growth rate of pigs enables the stockman to monitor their
performance and health and to predict and control their market weight and date. Manual …