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08/14/2023
Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learning
African penguins (Spheniscus demersus) are an endangered species. Little...
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05/11/2023
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species
Visual as well as genetic biometrics are routinely employed to identify ...
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04/03/2023
Use Your Head: Improving Long-Tail Video Recognition
This paper presents an investigation into long-tail video recognition. W...
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02/22/2023
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation
This paper presents a deep learning framework for medical video segmenta...
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01/06/2023
Triple-stream Deep Metric Learning of Great Ape Behavioural Actions
We propose the first metric learning system for the recognition of great...
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08/17/2022
Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation
We propose Video-TransUNet, a deep architecture for instance segmentatio...
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07/14/2022
Inertial Hallucinations – When Wearable Inertial Devices Start Seeing Things
We propose a novel approach to multimodal sensor fusion for Ambient Assi...
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06/05/2022
Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning
This paper combines deep learning techniques for species detection, 3D m...
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04/30/2022
Dynamic Curriculum Learning for Great Ape Detection in the Wild
We propose a novel end-to-end curriculum learning approach that leverage...
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04/22/2022
Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification
We describe a practically evaluated approach for training visual cattle ...
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12/17/2021
Visual Microfossil Identificationvia Deep Metric Learning
We apply deep metric learning for the first time to the prob-lem of clas...
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11/12/2021
Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance
Visuals captured by high-flying aerial drones are increasingly used to a...
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10/25/2021
Seeing biodiversity: perspectives in machine learning for wildlife conservation
Data acquisition in animal ecology is rapidly accelerating due to inexpe...
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05/05/2021
Towards Self-Supervision for Video Identification of Individual Holstein-Friesian Cattle: The Cows2021 Dataset
In this paper we publish the largest identity-annotated Holstein-Friesia...
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01/15/2021
Temporal-Relational CrossTransformers for Few-Shot Action Recognition
We propose a novel approach to few-shot action recognition, finding temp...
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12/08/2020
A Dataset and Application for Facial Recognition of Individual Gorillas in Zoo Environments
We put forward a video dataset with 5k+ facial bounding box annotations ...
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11/21/2020
Visual Recognition of Great Ape Behaviours in the Wild
We propose a first great ape-specific visual behaviour recognition syste...
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10/14/2020
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning
In this paper we show that learning video feature spaces in which tempor...
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07/29/2020
Meta-Learning with Context-Agnostic Initialisations
Meta-learning approaches have addressed few-shot problems by finding ini...
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06/16/2020
Visual Identification of Individual Holstein Friesian Cattle via Deep Metric Learning
Holstein Friesian cattle exhibit individually-characteristic black and w...
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10/03/2019
Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring
We present the first fully automated Sit-to-Stand or Stand-to-Sit (StS) ...
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08/29/2019
Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending
We propose the first multi-frame video object detection framework traine...
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07/11/2019
Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference
This paper describes a computationally-enhanced M100 UAV platform with a...
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11/04/2018
DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph
This paper describes DeepKey, an end-to-end deep neural architecture cap...
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06/21/2018
CaloriNet: From silhouettes to calorie estimation in private environments
We propose a novel deep fusion architecture, CaloriNet, for the online e...
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06/11/2018
Semantically Selective Augmentation for Deep Compact Person Re-Identification
We present a deep person re-identification approach that combines semant...
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05/30/2018
A Guide to the SPHERE 100 Homes Study Dataset
The SPHERE project has developed a multi-modal sensor platform for healt...
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09/20/2016
Automated Visual Fin Identification of Individual Great White Sharks
This paper discusses the automated visual identification of individual g...
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07/27/2016
Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home
We present a new framework for vision-based estimation of calorific expe...
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06/14/2016