Industry 4.0 and precision livestock farming (PLF): an up to date overview across animal productions

S Morrone, C Dimauro, F Gambella, MG Cappai - Sensors, 2022 - mdpi.com
Precision livestock farming (PLF) has spread to various countries worldwide since its
inception in 2003, though it has yet to be widely adopted. Additionally, the advent of Industry …

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 …

An adaptive pig face recognition approach using Convolutional Neural Networks

M Marsot, J Mei, X Shan, L Ye, P Feng, X Yan… - … and Electronics in …, 2020 - Elsevier
The evolution of agriculture towards intensive farming leads to an increasing demand for
animal identification associated with high traceability, driven by the need for quality control …

[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 …

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 …

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 …

[HTML][HTML] Outdoor animal tracking combining neural network and time-lapse cameras

M Bonneau, JA Vayssade, W Troupe… - Computers and electronics …, 2020 - Elsevier
Monitoring animal location can be a valuable tool in research and for practical applications,
such as health or pasture management. Although GPS is commonly used, other solutions …

Dual attention-guided feature pyramid network for instance segmentation of group pigs

Z Hu, H Yang, T Lou - Computers and Electronics in Agriculture, 2021 - Elsevier
In respect of pig instance segmentation, the application of traditional computer vision
techniques is constrained by sundries barrier, overlapping, and different perspectives in the …

EmbeddedPigDet—Fast and accurate pig detection for embedded board implementations

J Seo, H Ahn, D Kim, S Lee, Y Chung, D Park - Applied Sciences, 2020 - mdpi.com
Automated pig monitoring is an important issue in the surveillance environment of a pig
farm. For a large-scale pig farm in particular, practical issues such as monitoring cost should …

A review on computer vision technology for monitoring poultry Farm—Application, hardware, and software

NSN Abd Aziz, SM Daud, RA Dziyauddin… - IEEE …, 2020 - ieeexplore.ieee.org
The productivity and profitability of poultry farming are crucial to support its affordability
issues in food security. Criteria in productivity measurement, including Feed Conversion …