[HTML][HTML] Map** welfare: Location determining techniques and their potential for managing cattle welfare—A review

G Hofstra, J Roelofs, SM Rutter… - Dairy, 2022 - mdpi.com
Several studies have suggested that precision livestock farming (PLF) is a useful tool for
animal welfare management and assessment. Location, posture and movement of an …

Combining convolutional and vision transformer structures for sheep face recognition

X Li, Y **ang, S Li - Computers and Electronics in Agriculture, 2023 - Elsevier
Significant progress has been made in individual livestock recognition based on
convolutional neural networks (CNN), however, their performance still needs improvement …

[PDF][PDF] Identification and recognition of animals from biometric markers using computer vision approaches: a review

P Cihan, A Saygili, NE Ozmen… - Kafkas Univ. Vet. Fak …, 2023 - vetdergikafkas.org
Although classic methods (such as ear tagging, marking, etc.) are generally used for animal
identification and recognition, biometric methods have gained popularity in recent years due …

Pig face recognition based on trapezoid normalized pixel difference feature and trimmed mean attention mechanism

S Xu, Q He, S Tao, H Chen, Y Chai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Pig face recognition has a wide range of applications in breeding farms, including precision
feeding and disease surveillance. This article proposes a method to guarantee its …

[HTML][HTML] Using pruning-based YOLOv3 deep learning algorithm for accurate detection of sheep face

S Song, T Liu, H Wang, B Hasi, C Yuan, F Gao, H Shi - Animals, 2022 - mdpi.com
Simple Summary The identification of individual animals is an important step in the history of
precision breeding. It has a great role in both breeding and genetic management. The …

A deep learning method for monitoring spatial distribution of cage-free hens

X Yang, R Bist, S Subedi, L Chai - Artificial Intelligence in Agriculture, 2023 - Elsevier
The spatial distribution of laying hens in cage-free houses is an indicator of flock's health
and welfare. While larger space allows chickens to perform more natural behaviors such as …

Biometric facial identification using attention module optimized YOLOv4 for sheep

X Zhang, C Xuan, Y Ma, H Su, M Zhang - Computers and Electronics in …, 2022 - Elsevier
Automatic identification of individual animals is an important step in modern farm breeding.
Current best practice involves the use of RFID tags which are time-consuming for the farmer …

[HTML][HTML] Utilizing EfficientNet for sheep breed identification in low-resolution images

GMS Himel, MM Islam, M Rahaman - Systems and soft computing, 2024 - Elsevier
Automatically recognizing sheep breeds is highly valuable for the sheep farming industry,
allowing farmers to pinpoint their specific business needs. Accurately distinguishing …

PetFace: A large-scale dataset and benchmark for animal identification

R Shinoda, K Shiohara - European Conference on Computer Vision, 2024 - Springer
Automated animal face identification plays a crucial role in the monitoring of behaviors,
conducting of surveys, and finding of lost animals. Despite the advancements in human face …

LSR-YOLO: a high-precision, lightweight model for sheep face recognition on the mobile end

X Zhang, C Xuan, J Xue, B Chen, Y Ma - Animals, 2023 - mdpi.com
Simple Summary The accurate identification of individual animals is an important step in
precision breeding. However, the traditional identification methods have large defects. With …