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 …

A systematic review on commercially available and validated sensor technologies for welfare assessment of dairy cattle

AH Stygar, Y Gómez, GV Berteselli… - Frontiers in veterinary …, 2021 - frontiersin.org
In order to base welfare assessment of dairy cattle on real-time measurement, integration of
valid and reliable precision livestock farming (PLF) technologies is needed. The aim of this …

Food traceability system from governmental, corporate, and consumer perspectives in the European Union and China: A comparative review

J Qian, L Ruiz-Garcia, B Fan, JIR Villalba… - Trends in Food Science …, 2020 - Elsevier
Background Food safety has garnered much worldwide attention recently for reasons that
are, unfortunately, not always positive. Traceability system (TS) is designed to assure safe …

Cow identification in free-stall barns based on an improved Mask R-CNN and an SVM

J **ao, G Liu, K Wang, Y Si - Computers and Electronics in Agriculture, 2022 - Elsevier
The identification of individual dairy cows is an important prerequisite for dairy cow
behaviour analysis and disease detection. Computer vision-based cow recognition is a …

Image analysis for individual identification and feeding behaviour monitoring of dairy cows based on Convolutional Neural Networks (CNN)

B Achour, M Belkadi, I Filali, M Laghrouche… - Biosystems …, 2020 - Elsevier
Highlights•Top head image is used as Region of Interest for dairy cow individual
identification.•Dairy cows are classified in the feeder zone as standing or feeding.•Cow is …

A computer vision approach based on deep learning for the detection of dairy cows in free stall barn

P Tassinari, M Bovo, S Benni, S Franzoni… - … and Electronics in …, 2021 - Elsevier
Abstract Precision Livestock Farming relies on several technological approaches to acquire
in the most efficient way precise and up-to-date data concerning individual animals. In dairy …

Innovations in cattle farming: application of innovative technologies and sensors in the diagnosis of diseases

K Džermeikaitė, D Bačėninaitė, R Antanaitis - Animals, 2023 - mdpi.com
Simple Summary As the importance of farming continues to grow, innovative technology and
sensors play an increasingly important role. Automation and robots in agriculture have the …

Visual identification of individual Holstein-Friesian cattle via deep metric learning

W Andrew, J Gao, S Mullan, N Campbell… - … and Electronics in …, 2021 - Elsevier
Holstein-Friesian cattle exhibit individually-characteristic black and white coat patterns
visually akin to those arising from Turing's reaction-diffusion systems. This work takes …

[HTML][HTML] Automatic monitoring system for individual dairy cows based on a deep learning framework that provides identification via body parts and estimation of body …

S Yukun, H Pengju, W Yujie, C Ziqi, L Yang… - Journal of dairy …, 2019 - Elsevier
Body condition score (BCS) is a common tool for indirectly estimating the mobilization of
energy reserves in the fat and muscle of cattle that meets the requirements of animal welfare …

[HTML][HTML] A systematic review of machine learning techniques for cattle identification: Datasets, methods and future directions

ME Hossain, MA Kabir, L Zheng, DL Swain… - Artificial Intelligence in …, 2022 - Elsevier
Increased biosecurity and food safety requirements may increase demand for efficient
traceability and identification systems of livestock in the supply chain. The advanced …