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Intelligent perception for cattle monitoring: A review for cattle identification, body condition score evaluation, and weight estimation
There has been an increasing demand for animal protein due to several factors such as
global population growth, rising incomes, etc. However, farming productivity is stagnating …
global population growth, rising incomes, etc. However, farming productivity is stagnating …
A review of deep learning algorithms for computer vision systems in livestock
In livestock operations, systematically monitoring animal body weight, biometric body
measurements, animal behavior, feed bunk, and other difficult-to-measure phenotypes is …
measurements, animal behavior, feed bunk, and other difficult-to-measure phenotypes is …
Deep learning framework for recognition of cattle using muzzle point image pattern
Animal biometrics is a frontier area of computer vision, pattern recognition and cognitive
science to plays the vital role for the registration, unique identification, and verification of …
science to plays the vital role for the registration, unique identification, and verification of …
[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 …
Visual localisation and individual identification of holstein friesian cattle via deep learning
In this paper, we demonstrate that computer vision pipelines utilising deep neural
architectures are well-suited to perform automated Holstein Friesian cattle detection as well …
architectures are well-suited to perform automated Holstein Friesian cattle detection as well …
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 …
WildlifeDatasets: An open-source toolkit for animal re-identification
In this paper, we present WildlifeDatasets-an open-source toolkit intended primarily for
ecologists and computer-vision/machine-learning researchers. The WildlifeDatasets is …
ecologists and computer-vision/machine-learning researchers. The WildlifeDatasets is …
[HTML][HTML] Few-shot cow identification via meta-learning
X Xu, Y Wang, Y Shang, G Yang, Z Hua, Z Wang… - Information Processing …, 2024 - Elsevier
Cow identification is a prerequisite for precision livestock farming. Biometric-based methods
have made significant progress in cow identification. However, substantial labelling costs …
have made significant progress in cow identification. However, substantial labelling costs …
A systematic literature review on the use of deep learning in precision livestock detection and localization using unmanned aerial vehicles
With the ever-increasing importance of dairy and meat production, precision livestock
farming (PLF) using advanced information technologies is emerging to improve farming …
farming (PLF) using advanced information technologies is emerging to improve farming …
Automated muzzle detection and biometric identification via few-shot deep transfer learning of mixed breed cattle
Automated Muzzle Detection and Biometric Identification via Few-Shot Deep Transfer Learning
of Mixed Breed Cattle Next Article in Journal Isolation and Identification of Antibacterial and …
of Mixed Breed Cattle Next Article in Journal Isolation and Identification of Antibacterial and …