High-precision tracking and positioning for monitoring Holstein cattle

W Luo, G Zhang, Q Yuan, Y Zhao, H Chen, J Zhou… - Plos one, 2024 - journals.plos.org
Enhanced animal welfare has emerged as a pivotal element in contemporary precision
animal husbandry, with bovine monitoring constituting a significant facet of precision …

Deep learning-based multi-cattle tracking in crowded livestock farming using video

S Han, A Fuentes, S Yoon, Y Jeong, H Kim… - … and Electronics in …, 2023 - Elsevier
Cattle monitoring is an essential aspect of precision farming, and recent advancements have
greatly contributed to understanding cattle behavior using wearable devices like ear tags …

PrunedYOLO-Tracker: An efficient multi-cows basic behavior recognition and tracking technique

Z Zheng, L Qin - Computers and Electronics in Agriculture, 2023 - Elsevier
Recognition and tracking of basic cow behaviors in natural environments are critical
technologies for cows' health monitoring in smart farming. This study proposes an efficient …

A Long-Term Video Tracking Method for Group-Housed Pigs

Q Yang, X Hui, Y Huang, M Chen, S Huang, D Xiao - Animals, 2024 - mdpi.com
Simple Summary Simple Summary: Pig tracking provides strong support for refined
management in pig farms and can assist in realizing customized, automated, and …

Comparing state-of-the-art deep learning algorithms for the automated detection and tracking of black cattle

S Myat Noe, TT Zin, P Tin, I Kobayashi - Sensors, 2023 - mdpi.com
Effective livestock management is critical for cattle farms in today's competitive era of smart
modern farming. To ensure farm management solutions are efficient, affordable, and …

[HTML][HTML] Customized Tracking Algorithm for Robust Cattle Detection and Tracking in Occlusion Environments

WHE Mg, P Tin, M Aikawa, I Kobayashi… - Sensors (Basel …, 2024 - ncbi.nlm.nih.gov
Ensuring precise calving time prediction necessitates the adoption of an automatic and
precisely accurate cattle tracking system. Nowadays, cattle tracking can be challenging due …

ORP-Byte: A multi-object tracking method of pigs that combines Oriented RepPoints and improved Byte

J Lu, Z Chen, X Li, Y Fu, X Xiong, X Liu… - Computers and Electronics …, 2024 - Elsevier
The use of the multi-object tracking (MOT) algorithm in pig farming is profitable for identifying
individual pigs automatically and monitoring their health status. However, tracking pigs in …

YOLO-BYTE: An efficient multi-object tracking algorithm for automatic monitoring of dairy cows

Z Zheng, J Li, L Qin - Computers and Electronics in Agriculture, 2023 - Elsevier
Dairy cows tracking is an essential means to obtain their behavioral information, real-time
position, activity data, and health status. A multi-object tracking method (YOLO-BYTE) is …

[PDF][PDF] Robust individual pig tracking

A Jaoukaew, W Suwansantisuk… - International Journal of …, 2024 - academia.edu
The locations of pigs in the group housing enable activity monitoring and improve animal
welfare. Vision-based methods for tracking individual pigs are noninvasive but have low …

A Real-Time dairy goat tracking based on MixFormer with adaptive token elimination and efficient appearance update

Q Sun, S Yang, M Wang, S Hu, J Ning - Computers and Electronics in …, 2024 - Elsevier
Intelligent tracking and monitoring are fundamental to achieving precise posture recognition,
health assessment, and accurate breeding in dairy goats. In view of the motion …