Technological Tools and Artificial Intelligence in Estrus Detection of Sows—A Comprehensive Review

M Sharifuzzaman, HS Mun, KMB Ampode, EB Lagua… - Animals, 2024 - mdpi.com
Simple Summary Accurate estrus detection by farmers is key to successful sow breeding as
it offers the opportunity for timely mating, successful reproduction, and increased …

High-accuracy image segmentation for lactating sows using a fully convolutional network

A Yang, H Huang, C Zheng, X Zhu, X Yang… - Biosystems …, 2018 - Elsevier
Highlights•This paper proposes a high accurate image segmentation method for lactating
sows.•A fully convolutional network (FCN) is applied to produce the coarse output.•The …

Precision livestock farming (PLF) systems: improving sustainability and efficiency of animal production

C Tzanidakis, P Simitzis, P Panagakis - Sustainability: Cases and Studies …, 2023 - Springer
Abstract Precision Livestock Farming (PLF) plays a key role in the advancement of animal
housing, since it is associated with the improvement of animals' health and welfare status …

Group-housed pig detection in video surveillance of overhead views using multi-feature template matching

B Li, L Liu, M Shen, Y Sun, M Lu - Biosystems Engineering, 2019 - Elsevier
Highlights•A novel pig detection approach using template matching is presented.•Multiple
visual features are combined in templates to describe appearances of pigs.•Representative …

Group-housed pigs and their body parts detection with Cascade Faster R-CNN

D Xiao, S Lin, Y Liu, Q Yang, H Wu - International Journal of Agricultural …, 2022 - ijabe.org
The detection of individual pigs and their parts is a key step to realizing automatic
recognition of group-housed pigs' behavior by video monitoring. However, it is still difficult to …

[HTML][HTML] Validation of non-invasive sensor technologies to measure interaction with enrichment material in weaned fattening pigs

F Veldkamp, TI Garcia-Faria, VL Witjes… - Applied Animal …, 2023 - Elsevier
Measuring animal behaviour is important in the assessment of animal welfare. When
interaction with the enrichment material (EM) can be measured, it can be used for detecting …

A kinetic energy model based on machine vision for recognition of aggressive behaviours among group-housed pigs

C Chen, W Zhu, Y Guo, C Ma, W Huang, C Ruan - Livestock Science, 2018 - Elsevier
The aim of this study is to build a kinetic energy model to recognise aggressive behaviours
in pigs. Pig mixing experiments were performed 10 times. In each experiment, 7 pigs from 3 …

Development and optimization of a deep-learning-based egg-collecting robot

G Li, GD Chesser, Y Huang, Y Zhao… - Transactions of the …, 2021 - elibrary.asabe.org
Highlights An egg-collecting robot embedded with deep-learning-based computer vision
algorithms was constructed. The retrained deep-learning detector achieved> 93 …

Model-based detection of pigs in images under sub-optimal conditions

J Brünger, I Traulsen, R Koch - Computers and Electronics in Agriculture, 2018 - Elsevier
The automatic detection of pigs in camera images from within the barn helps scientists and
farmers to detect abnormal behaviour or problematic housing conditions and to investigate …

Recognition of fine-grained sow nursing behavior based on the SlowFast and hidden Markov models

B Li, W Xu, T Chen, J Cheng, M Shen - Computers and Electronics in …, 2023 - Elsevier
Abstract Information on sow nursing behavior plays an important role in improving the
survival rate of weaned piglets. To obtain more information on sow nursing processing, it is …