733 citations · 1.3k across the 48 of their papers we have counts for
5 papers · 1 filter
Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learning
Kejia Zhang, Mingyu Yang, Stephen D. J. Lang +3
African penguins (Spheniscus demersus) are an endangered species. Little is known regarding their underwater hunting strategies and associated predation success rates, yet this is…
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species
Tayfun Karaderi, Tilo Burghardt, Raphael Morard +1
Visual as well as genetic biometrics are routinely employed to identify species and individuals in biological applications. However, no attempts have been made in this domain to co…
Use Your Head: Improving Long-Tail Video Recognition
Toby Perrett, Saptarshi Sinha, Tilo Burghardt +2
This paper presents an investigation into long-tail video recognition. We demonstrate that, unlike naturally-collected video datasets and existing long-tail image benchmarks, curre…
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation
Chengxi Zeng, Xinyu Yang, David Smithard +3
This paper presents a deep learning framework for medical video segmentation. Convolution neural network (CNN) and transformer-based methods have achieved great milestones in medic…
Triple-stream Deep Metric Learning of Great Ape Behavioural Actions
Otto Brookes, Majid Mirmehdi, Hjalmar Kühl +1
We propose the first metric learning system for the recognition of great ape behavioural actions. Our proposed triple stream embedding architecture works on camera trap videos take…