Biometric identification of sheep via a machine-vision system

A Hitelman, Y Edan, A Godo, R Berenstein… - … and Electronics in …, 2022 - Elsevier
This paper describes a sheep biometric identification system based on facial images. A
machine vision system and deep learning model were developed and applied for animal …

Sheep identification using a hybrid deep learning and bayesian optimization approach

AYA Salama, AE Hassanien, A Fahmy - IEEe Access, 2019 - ieeexplore.ieee.org
Sheep are considered a necessary source of food production worldwide. Therefore, the
sheep identification is vital for managing breeding and disease. Moreover, it is the only …

Real-time goat face recognition using convolutional neural network

M Billah, X Wang, J Yu, Y Jiang - Computers and Electronics in Agriculture, 2022 - Elsevier
Automatic identification of individual animals is an important step towards achieving
accurate breeding histories, significant contributions to breeding and genetic management …

Deep transfer learning-based animal face identification model empowered with vision-based hybrid approach

M Ahmad, S Abbas, A Fatima, GF Issa, TM Ghazal… - Applied Sciences, 2023 - mdpi.com
The importance of accurate livestock identification for the success of modern livestock
industries cannot be overstated as it is essential for a variety of purposes, including the …

[HTML][HTML] CattleFaceNet: A cattle face identification approach based on RetinaFace and ArcFace loss

B Xu, W Wang, L Guo, G Chen, Y Li, Z Cao… - … and Electronics in …, 2022 - Elsevier
Cattle identification is crucial to be registered for breeding association, food quality tracing,
disease prevention and control and fake insurance claims. Traditional non-biometrics …

A lightweight deep learning model for cattle face recognition

Z Li, X Lei, S Liu - Computers and Electronics in Agriculture, 2022 - Elsevier
At present, there have been some researches on deep neural networks used in the field of
biometrics to solve the problem of cattle identity authentication, particularly facial recognition …

Evaluation of deep learning for automatic multi-view face detection in cattle

B Xu, W Wang, L Guo, G Chen, Y Wang, W Zhang, Y Li - Agriculture, 2021 - mdpi.com
Individual identification plays an important part in disease prevention and control,
traceability of meat products, and improvement of agricultural false insurance claims …

Animal detection based on deep convolutional neural networks with genetic segmentation

R Chandrakar, R Raja, R Miri - Multimedia Tools and Applications, 2022 - Springer
This paper presents a system for automatic detection and recognition of the animals using
Deep CNN with genetic segmentation. In the present work, the grouping of input animal …

[HTML][HTML] Biometric identification of dairy cows via real-time facial recognition

N Bergman, Y Yitzhaky, I Halachmi - animal, 2024 - Elsevier
Biometrics methods, which currently identify humans, can potentially identify dairy cows.
Given that animal movements cannot be easily controlled, identification accuracy and …

Assessment of retinal recognition technology as a biometric method for sheep identification

UG Barron, G Corkery, B Barry, F Butler… - … and electronics in …, 2008 - Elsevier
In order to assure effective traceability, food-producing animals must be identified by a
tamper-proof and durable technique. With the advance in human biometric technologies, the …