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 …
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
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 …
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
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 …
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 …
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)
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 …
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 …
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
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 …
sensors play an increasingly important role. Automation and robots in agriculture have the …
Visual identification of individual Holstein-Friesian cattle via deep metric learning
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 …
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 …
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
Increased biosecurity and food safety requirements may increase demand for efficient
traceability and identification systems of livestock in the supply chain. The advanced …
traceability and identification systems of livestock in the supply chain. The advanced …