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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...
05/05/2021 ∙ by Jing Gao, et al. ∙
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Temporal-Relational CrossTransformers for Few-Shot Action Recognition
We propose a novel approach to few-shot action recognition, finding temp...
01/15/2021 ∙ by Toby Perrett, et al. ∙
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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 ...
12/08/2020 ∙ by Otto Brookes, et al. ∙
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Visual Recognition of Great Ape Behaviours in the Wild
We propose a first great ape-specific visual behaviour recognition syste...
11/21/2020 ∙ by Faizaan Sakib, et al. ∙
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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...
10/14/2020 ∙ by Xinyu Yang, et al. ∙
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Meta-Learning with Context-Agnostic Initialisations
Meta-learning approaches have addressed few-shot problems by finding ini...
07/29/2020 ∙ by Toby Perrett, et al. ∙
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Visual Identification of Individual Holstein Friesian Cattle via Deep Metric Learning
Holstein Friesian cattle exhibit individually-characteristic black and w...
06/16/2020 ∙ by William Andrew, et al. ∙
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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) ...
10/03/2019 ∙ by Alessandro Masullo, et al. ∙
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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...
08/29/2019 ∙ by Xinyu Yang, et al. ∙
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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...
07/11/2019 ∙ by William Andrew, et al. ∙
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DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph
This paper describes DeepKey, an end-to-end deep neural architecture cap...
11/04/2018 ∙ by Rory Smith, et al. ∙
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CaloriNet: From silhouettes to calorie estimation in private environments
We propose a novel deep fusion architecture, CaloriNet, for the online e...
06/21/2018 ∙ by Alessandro Masullo, et al. ∙
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Semantically Selective Augmentation for Deep Compact Person Re-Identification
We present a deep person re-identification approach that combines semant...
06/11/2018 ∙ by Víctor Ponce-López, et al. ∙
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A Guide to the SPHERE 100 Homes Study Dataset
The SPHERE project has developed a multi-modal sensor platform for healt...
05/30/2018 ∙ by Atis Elsts, et al. ∙
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Automated Visual Fin Identification of Individual Great White Sharks
This paper discusses the automated visual identification of individual g...
09/20/2016 ∙ by Benjamin Hughes, et al. ∙
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Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home
We present a new framework for vision-based estimation of calorific expe...
07/27/2016 ∙ by Lili Tao, et al. ∙
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Multiple Human Tracking in RGB-D Data: A Survey
Multiple human tracking (MHT) is a fundamental task in many computer vis...
06/14/2016 ∙ by Massimo Camplani, et al. ∙
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