Barriers to computer vision applications in pig production facilities

J Li, AR Green-Miller, X Hu, A Lucic… - … and Electronics in …, 2022 - Elsevier
Surveillance and analysis of behavior can be used to detect and characterize health
disruption and welfare status in animals. The accurate identification of changes in behavior …

[HTML][HTML] Is Deep Learning useful for decision making in pig production?

Y Bao, P Llagostera, LM Plà-Aragonès - Internet of Things, 2024 - Elsevier
Numerous recent papers based on deep learning (DL) have been published covering a
wide range of applications to pig production. These applications provide information …

Posture identification for stall-housed sows around estrus using a robotic imaging system

Z Xu, F Tian, J Zhou, J Zhou, C Bromfield, TT Lim… - … and Electronics in …, 2023 - Elsevier
Posture patterns of sows or gilts could reflect their welfare, estrus, and health status.
However, due to the large animal-to-staff ratio at sow farms, there is not yet a solution to …

Predicting sow postures from video images: Comparison of convolutional neural networks and segmentation combined with support vector machines under various …

M Bonneau, B Benet, Y Labrune, J Bailly, E Ricard… - Biosystems …, 2021 - Elsevier
Highlights•Large collection of behavioural data are needed for animal genetic
researches.•Image analysis is a non-invasive method to record several behavioural …

Behavior comparison during chronic heat stress in large white and Creole pigs using image-analysis

M Bonneau, N Poullet, D Beramice, L Dantec… - Frontiers in Animal …, 2021 - frontiersin.org
Behavior is a good indicator of animal welfare, especially in challenging environments.
However, few studies have investigated how pig behavior changes during heat stress. The …

[HTML][HTML] Artificial Intelligence and Porcine Breeding

FA García-Vázquez - Animal Reproduction Science, 2024 - Elsevier
Livestock management is evolving into a new era, characterized by the analysis of vast
quantities of data (big data) collected from both traditional breeding methods and new …

Combining automated behaviour recognition and physiological data to characterize heat tolerance and animal welfare in growing pigs

N Poullet, J Guichard, D Beramice, L Dantec… - Journal of Thermal …, 2025 - Elsevier
Estimating animal behaviour during heat stress (HS) is particularly insightful to monitor
animal welfare but also to better understand how animals thermoregulate. The present study …

Developing a Sow Vulva Volume Estimation Pipeline Based on LiDAR Imagery and Deep Learning

Z Xu, J Zhou, C Bromfield, TT Lim, TJ Safranski… - 2024 - elibrary.asabe.org
Highlights An artificial intelligence-enabled imagery data processing pipeline. Sow vulva
swelling can be quantified using imagery automatically. Biological signs of sow estrus are …

[HTML][HTML] Deep learning-based sow posture classifier using colour and depth images

VM Pacheco, TM Brown-Brandl, RV de Sousa… - Smart Agricultural …, 2024 - Elsevier
Assessing sow posture is essential for understanding their physiological condition and
helping farmers improve herd productivity. Deep learning-based techniques have proven …

[HTML][HTML] Application of deep learning with bivariate models for genomic prediction of sow lifetime productivity-related traits

JK Hong, YM Kim, ES Cho, JB Lee, YS Kim… - Animal …, 2024 - ncbi.nlm.nih.gov
Objective Pig breeders cannot obtain phenotypic information at the time of selection for sow
lifetime productivity (SLP). They would benefit from obtaining genetic information of …