175 citations · 198 across the 7 of their papers we have counts for
7 papers
Automated Re-Identification of Holstein-Friesian Cattle in Dense Crowds
Phoenix Yu, Tilo Burghardt, Andrew W Dowsey +1
Holstein-Friesian detection and re-identification (Re-ID) methods capture individuals well when targets are spatially separate. However, existing approaches, including YOLO-based s…
Cattle-CLIP: A Multimodal Framework for Dairy Cattle Behaviour Recognition from Video
Huimin Liu, Jing Gao, Daria Baran +4
Monitoring cattle behaviour provides valuable insights into animal health, productivity and welfare. However, robust behaviour recognition in real-world farm environments remains c…
Vision transformer-based multi-camera multi-object tracking framework for dairy cow monitoring
Kumail Abbas, Zeeshan Afzal, Aqeel Raza +4
Activity and behaviour correlate with dairy cow health and welfare, making continual and accurate monitoring crucial for disease identification and farm productivity. Manual observ…
Holstein-Friesian Re-Identification using Multiple Cameras and Self-Supervision on a Working Farm
Phoenix Yu, Tilo Burghardt, Andrew W Dowsey +1
We present MultiCamCows2024, a farm-scale image dataset filmed across multiple cameras for the biometric identification of individual Holstein-Friesian cattle exploiting their uniq…
Universal Bovine Identification via Depth Data and Deep Metric Learning
Asheesh Sharma, Lucy Randewich, William Andrew +7
This paper proposes and evaluates, for the first time, a top-down (dorsal view), depth-only deep learning system for accurately identifying individual cattle and provides associate…
Towards Self-Supervision for Video Identification of Individual Holstein-Friesian Cattle: The Cows2021 Dataset
Jing Gao, Tilo Burghardt, William Andrew +2
In this paper we publish the largest identity-annotated Holstein-Friesian cattle dataset Cows2021 and a first self-supervision framework for video identification of individual anim…
Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning
William Andrew, Jing Gao, Siobhan Mullan +3
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…