733 citations · 1.3k across the 48 of their papers we have counts for
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Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation
Chengxi Zeng, Xinyu Yang, Majid Mirmehdi +2
We propose Video-TransUNet, a deep architecture for instance segmentation in medical CT videos constructed by integrating temporal feature blending into the TransUNet deep learning…
Inertial Hallucinations -- When Wearable Inertial Devices Start Seeing Things
Alessandro Masullo, Toby Perrett, Tilo Burghardt +3
We propose a novel approach to multimodal sensor fusion for Ambient Assisted Living (AAL) which takes advantage of learning using privileged information (LUPI). We address two majo…
Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning
Maria Stennett, Daniel I. Rubenstein, Tilo Burghardt
This paper combines deep learning techniques for species detection, 3D model fitting, and metric learning in one pipeline to perform individual animal identification from photograp…
Dynamic Curriculum Learning for Great Ape Detection in the Wild
Xinyu Yang, Tilo Burghardt, Majid Mirmehdi
We propose a novel end-to-end curriculum learning approach for sparsely labelled animal datasets leveraging large volumes of unlabelled data to improve supervised species detectors…
Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification
Jing Gao, Tilo Burghardt, Neill W. Campbell
We describe a practically evaluated approach for training visual cattle ID systems for a whole farm requiring only ten minutes of labelling effort. In particular, for the task of a…