Universal bovine identification via depth data and deep metric learning - Asheesh Sharma; Lucy Randewich; William Andrew; Sion L. Hannuna; Neill W. Campbell; Siobhan Mullan; Andrew W. Dowsey; Melvyn L. Smith; Mark F. Hansen; Tilo Burghardt (Comput. Electron. Agric., 2025)

Tuning Vision Foundation Model via Test-Time Prompt-Guided Training for VFSS Segmentations - Chengxi Zeng; David Smithard; Alberto M. Gambaruto; Tilo Burghardt (CoRR, 2025)

The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition - Otto Brookes; Maksim Kukushkin; Majid Mirmehdi; Colleen Stephens; Paula Dieguez; Thurston C. Hicks; Sorrel Jones; Kevin Lee; Maureen S. McCarthy; Amelia Meier; Emmanuelle Normand; Erin G. Wessling; et al. (CoRR, 2025)

PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition - Otto Brookes; Majid Mirmehdi; Colleen Stephens; Samuel Angedakin; Katherine Corogenes; Dervla Dowd; Paula Dieguez; Thurston C. Hicks; Sorrel Jones; Kevin Lee; Vera Leinert; Juan Lapuente; et al. (Int. J. Comput. Vis., 2024)

Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species - Tayfun Karaderi; Tilo Burghardt; Raphael Morard; Daniela N. Schmidt (IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, 2024)

PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition - Otto Brookes; Majid Mirmehdi; Colleen Stephens; Samuel Angedakin; Katherine Corogenes; Dervla Dowd; Paula Dieguez; Thurston C. Hicks; Sorrel Jones; Kevin Lee; Vera Leinert; Juan Lapuente; et al. (CoRR, 2024)

Training dynamics in Physics-Informed Neural Networks with feature mapping - Chengxi Zeng; Tilo Burghardt; Alberto M. Gambaruto (CoRR, 2024)

RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks - Chengxi Zeng; Tilo Burghardt; Alberto M. Gambaruto (CoRR, 2024)

Universal Bovine Identification via Depth Data and Deep Metric Learning - Asheesh Sharma; Lucy Randewich; William Andrew; Sion L. Hannuna; Neill W. Campbell; Siobhan Mullan; Andrew W. Dowsey; Melvyn L. Smith; Mark F. Hansen; Tilo Burghardt (CoRR, 2024)

ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognition - Otto Brookes; Majid Mirmehdi; Hjalmar S. Kühl; Tilo Burghardt (CoRR, 2024)

MultiCamCows2024 - A Multi-view Image Dataset for AI-driven Holstein-Friesian Cattle Re-Identification on a Working Farm - Phoenix Yu; Tilo Burghardt; Andrew W. Dowsey; Neill W. Campbell (CoRR, 2024)

Dynamic Curriculum Learning for Great Ape Detection in the Wild - Xinyu Yang; Tilo Burghardt; Majid Mirmehdi (Int. J. Comput. Vis., 2023)

Use Your Head: Improving Long-Tail Video Recognition - Toby Perrett; Saptarshi Sinha; Tilo Burghardt; Majid Mirmehdi; Dima Damen (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023, 2023)

Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation - Chengxi Zeng; Xinyu Yang; David Smithard; Majid Mirmehdi; Alberto M. Gambaruto; Tilo Burghardt (IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023, 2023)

Triple-stream Deep Metric Learning of Great Ape Behavioural Actions - Otto Brookes; Majid Mirmehdi; Hjalmar S. Kühl; Tilo Burghardt (Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 5: VISAPP, Lisbon, Portugal, February 19-21, 2023, 2023)

Triple-stream Deep Metric Learning of Great Ape Behavioural Actions - Otto Brookes; Majid Mirmehdi; Hjalmar S. Kühl; Tilo Burghardt (CoRR, 2023)

Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation - Chengxi Zeng; Xinyu Yang; David Smithard; Majid Mirmehdi; Alberto M. Gambaruto; Tilo Burghardt (CoRR, 2023)

Use Your Head: Improving Long-Tail Video Recognition - Toby Perrett; Saptarshi Sinha; Tilo Burghardt; Majid Mirmehdi; Dima Damen (CoRR, 2023)

Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species - Tayfun Karaderi; Tilo Burghardt; Raphael Morard; Daniela N. Schmidt (CoRR, 2023)

Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learning - Kejia Zhang; Mingyu Yang; Stephen D. J. Lang; Alistair M. McInnes; Richard B. Sherley; Tilo Burghardt (CoRR, 2023)

Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification - Jing Gao; Tilo Burghardt; Neill W. Campbell (Image Analysis and Processing. ICIAP 2022 Workshops - ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Revised Selected Papers, Part II, 2022)

Video-TransUNet: temporally blended vision transformer for CT VFSS instance segmentation - Chengxi Zeng; Xinyu Yang; Majid Mirmehdi; Alberto M. Gambaruto; Tilo Burghardt (Fifteenth International Conference on Machine Vision, ICMV 2022, Rome, Italy, November 18-20, 2022, 2022)

Visual Microfossil Identification via Deep Metric Learning - Tayfun Karaderi; Tilo Burghardt; Allison Y. Hsiang; Jacob Ramaer; Daniela N. Schmidt (Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I, 2022)

Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance - Mowen Xue; Theo Greenslade; Majid Mirmehdi; Tilo Burghardt (IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACV - Workshops, Waikoloa, HI, USA, January 4-8, 2022, 2022)

Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification - Jing Gao; Tilo Burghardt; Neill W. Campbell (CoRR, 2022)

Dynamic Curriculum Learning for Great Ape Detection in the Wild - Xinyu Yang; Tilo Burghardt; Majid Mirmehdi (CoRR, 2022)

Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning - Maria Stennett; Daniel I. Rubenstein; Tilo Burghardt (CoRR, 2022)

Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things - Alessandro Masullo; Toby Perrett; Tilo Burghardt; Ian Craddock; Dima Damen; Majid Mirmehdi (CoRR, 2022)

Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation - Chengxi Zeng; Xinyu Yang; Majid Mirmehdi; Alberto M. Gambaruto; Tilo Burghardt (CoRR, 2022)

Visual identification of individual Holstein-Friesian cattle via deep metric learning - William Andrew; Jing Gao; Siobhan Mullan; Neill W. Campbell; Andrew W. Dowsey; Tilo Burghardt (Comput. Electron. Agric., 2021)

Back to the Future: Cycle Encoding Prediction for Self-supervised Video Representation Learning - Xinyu Yang; Majid Mirmehdi; Tilo Burghardt (32nd British Machine Vision Conference 2021, BMVC 2021, Online, November 22-25, 2021, 2021)

Temporal-Relational CrossTransformers for Few-Shot Action Recognition - Toby Perrett; Alessandro Masullo; Tilo Burghardt; Majid Mirmehdi; Dima Damen (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021)

No Need for a Lab: Towards Multi-sensory Fusion for Ambient Assisted Living in Real-world Living Homes - Alessandro Masullo; Toby Perrett; Dima Damen; Tilo Burghardt; Majid Mirmehdi (Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, Volume 5: VISAPP, Online Streaming, February 8-10, 2021, 2021)

Temporal-Relational CrossTransformers for Few-Shot Action Recognition - Toby Perrett; Alessandro Masullo; Tilo Burghardt; Majid Mirmehdi; Dima Damen (CoRR, 2021)

Towards Self-Supervision for Video Identification of Individual Holstein-Friesian Cattle: The Cows2021 Dataset - Jing Gao; Tilo Burghardt; William Andrew; Andrew W. Dowsey; Neill W. Campbell (CoRR, 2021)

Seeing biodiversity: perspectives in machine learning for wildlife conservation - Devis Tuia; Benjamin Kellenberger; Sara Beery; Blair R. Costelloe; Silvia Zuffi; Benjamin Risse; Alexander Mathis; Mackenzie W. Mathis; Frank van Langevelde; Tilo Burghardt; Roland Kays; Holger Klinck; et al. (CoRR, 2021)

Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance - Mowen Xue; Theo Greenslade; Majid Mirmehdi; Tilo Burghardt (CoRR, 2021)

Visual Microfossil Identificationvia Deep Metric Learning - Tayfun Karaderi; Tilo Burghardt; Allison Y. Hsiang; Jacob Ramaer; Daniela N. Schmidt (CoRR, 2021)

Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications - Alessandro Masullo; Tilo Burghardt; Dima Damen; Toby Perrett; Majid Mirmehdi (Sensors, 2020)

Meta-Learning with Context-Agnostic Initialisations - Toby Perrett; Alessandro Masullo; Tilo Burghardt; Majid Mirmehdi; Dima Damen (Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part IV, 2020)

Fusing Animal Biometrics with Autonomous Robotics: Drone-based Search and Individual ID of Friesian Cattle (Extended Abstract) - William Andrew; Colin Greatwood; Tilo Burghardt (IEEE Winter Applications of Computer Vision Workshops, WACV Workshops 2020, Snowmass Village, CO, USA, March 1-5, 2020, 2020)

Visual Identification of Individual Holstein Friesian Cattle via Deep Metric Learning - William Andrew; Jing Gao; Neill W. Campbell; Andrew W. Dowsey; Tilo Burghardt (CoRR, 2020)

Meta-Learning with Context-Agnostic Initialisations - Toby Perrett; Alessandro Masullo; Tilo Burghardt; Majid Mirmehdi; Dima Damen (CoRR, 2020)

Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning - Xinyu Yang; Majid Mirmehdi; Tilo Burghardt (CoRR, 2020)

Visual Recognition of Great Ape Behaviours in the Wild - Faizaan Sakib; Tilo Burghardt (CoRR, 2020)

A Dataset and Application for Facial Recognition of Individual Gorillas in Zoo Environments - Otto Brookes; Tilo Burghardt (CoRR, 2020)

DS-KCF: a real-time tracker for RGB-D data - Sion L. Hannuna; Massimo Camplani; Jake Hall; Majid Mirmehdi; Dima Damen; Tilo Burghardt; Adeline Paiement; Lili Tao (J. Real Time Image Process., 2019)

Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending - Xinyu Yang; Majid Mirmehdi; Tilo Burghardt (2019 IEEE/CVF International Conference on Computer Vision Workshops, ICCV Workshops 2019, Seoul, Korea (South), October 27-28, 2019, 2019)

Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments - Alessandro Masullo; Tilo Burghardt; Dima Damen; Toby Perrett; Majid Mirmehdi (2019 IEEE/CVF International Conference on Computer Vision Workshops, ICCV Workshops 2019, Seoul, Korea (South), October 27-28, 2019, 2019)

Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs - Víctor Ponce-López; Tilo Burghardt; Yue Sun; Sion L. Hannuna; Dima Damen; Majid Mirmehdi (Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part I, 2019)

Sit-to-Stand Analysis in the Wild Using Silhouettes for Longitudinal Health Monitoring - Alessandro Masullo; Tilo Burghardt; Toby Perrett; Dima Damen; Majid Mirmehdi (Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part II, 2019)

Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference - William Andrew; Colin Greatwood; Tilo Burghardt (2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019, Macau, SAR, China, November 3-8, 2019, 2019)

Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference - William Andrew; Colin Greatwood; Tilo Burghardt (CoRR, 2019)

Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending - Xinyu Yang; Majid Mirmehdi; Tilo Burghardt (CoRR, 2019)

Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring - Alessandro Masullo; Tilo Burghardt; Toby Perrett; Dima Damen; Majid Mirmehdi (CoRR, 2019)

Not a Free Lunch but a Cheap Lunch: Experimental Results for Training Many Neural Nets - Joey Green; Tilo Burghardt; Elisabeth Oswald (IACR Cryptol. ePrint Arch., 2019)

Energy expenditure estimation using visual and inertial sensors - Lili Tao; Tilo Burghardt; Majid Mirmehdi; Dima Damen; Ashley Cooper; Massimo Camplani; Sion L. Hannuna; Adeline Paiement; Ian Craddock (IET Comput. Vis., 2018)

CaloriNet: From silhouettes to calorie estimation in private environments - Alessandro Masullo; Tilo Burghardt; Dima Damen; Sion L. Hannuna; Víctor Ponce-López; Majid Mirmehdi (British Machine Vision Conference 2018, BMVC 2018, Newcastle, UK, September 3-6, 2018, 2018)

DeepKey: Towards End-to-End Physical Key Replication from a Single Photograph - Rory Smith; Tilo Burghardt (Pattern Recognition - 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings, 2018)

Semantically Selective Augmentation for Deep Compact Person Re-Identification - Víctor Ponce-López; Tilo Burghardt; Sion L. Hannuna; Dima Damen; Alessandro Masullo; Majid Mirmehdi (Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part II, 2018)

Deep Learning for Exploration and Recovery of Uncharted and Dynamic Targets from UAV-like Vision - William Andrew; Colin Greatwood; Tilo Burghardt (2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018, Madrid, Spain, October 1-5, 2018, 2018)

Calorific Expenditure Estimation Using Deep Convolutional Network Features - Baodong Wang; Lili Tao; Tilo Burghardt; Majid Mirmehdi (2018 IEEE Winter Applications of Computer Vision Workshops, WACV Workshops 2018, Lake Tahoe, NV, USA, March 15, 2018, 2018)

A Guide to the SPHERE 100 Homes Study Dataset - Atis Elsts; Tilo Burghardt; Dallan Byrne; Dima Damen; Xenofon Fafoutis; Sion L. Hannuna; Víctor Ponce-López; Alessandro Masullo; Majid Mirmehdi; George Oikonomou; Robert J. Piechocki; Emma Tonkin; et al. (CoRR, 2018)

Semantically Selective Augmentation for Deep Compact Person Re-Identification - Víctor Ponce-López; Tilo Burghardt; Sion L. Hannuna; Dima Damen; Alessandro Masullo; Majid Mirmehdi (CoRR, 2018)

CaloriNet: From silhouettes to calorie estimation in private environments - Alessandro Masullo; Tilo Burghardt; Dima Damen; Sion L. Hannuna; Víctor Ponce-López; Majid Mirmehdi (CoRR, 2018)

DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph - Rory Smith; Tilo Burghardt (CoRR, 2018)

Multiple human tracking in RGB-depth data: a survey - Massimo Camplani; Adeline Paiement; Majid Mirmehdi; Dima Damen; Sion L. Hannuna; Tilo Burghardt; Lili Tao (IET Comput. Vis., 2017)

Automated Visual Fin Identification of Individual Great White Sharks - Benjamin Hughes; Tilo Burghardt (Int. J. Comput. Vis., 2017)

Towards Automated Visual Monitoring of Individual Gorillas in the Wild - Clemens-Alexander Brust; Tilo Burghardt; Milou Groenenberg; Christoph Käding; Hjalmar S. Kühl; Marie L. Manguette; Joachim Denzler (2017 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2017, Venice, Italy, October 22-29, 2017, 2017)

Visual Localisation and Individual Identification of Holstein Friesian Cattle via Deep Learning - William Andrew; Colin Greatwood; Tilo Burghardt (2017 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2017, Venice, Italy, October 22-29, 2017, 2017)

A comparative study of pose representation and dynamics modelling for online motion quality assessment - Lili Tao; Adeline Paiement; Dima Damen; Majid Mirmehdi; Sion L. Hannuna; Massimo Camplani; Tilo Burghardt; Ian Craddock (Comput. Vis. Image Underst., 2016)

Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home - Lili Tao; Tilo Burghardt; Majid Mirmehdi; Dima Damen; Ashley Cooper; Sion L. Hannuna; Massimo Camplani; Adeline Paiement; Ian Craddock (Computer Vision - ACCV 2016 Workshops - ACCV 2016 International Workshops, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part I, 2016)

Automatic individual holstein friesian cattle identification via selective local coat pattern matching in RGB-D imagery - William Andrew; Sion L. Hannuna; Neill W. Campbell; Tilo Burghardt (2016 IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, USA, September 25-28, 2016, 2016)

Multiple Human Tracking in RGB-D Data: A Survey - Massimo Camplani; Adeline Paiement; Majid Mirmehdi; Dima Damen; Sion L. Hannuna; Tilo Burghardt; Lili Tao (CoRR, 2016)

Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home - Lili Tao; Tilo Burghardt; Majid Mirmehdi; Dima Damen; Ashley Cooper; Sion L. Hannuna; Massimo Camplani; Adeline Paiement; Ian Craddock (CoRR, 2016)

Automated Visual Fin Identification of Individual Great White Sharks - Benjamin Hughes; Tilo Burghardt (CoRR, 2016)

Correspondence, Matching and Recognition - Tilo Burghardt; Dima Damen; Walterio W. Mayol-Cuevas; Majid Mirmehdi (Int. J. Comput. Vis., 2015)

Automated Identification of Individual Great White Sharks from Unrestricted Fin Imagery - Benjamin Hughes; Tilo Burghardt (Proceedings of the British Machine Vision Conference 2015, BMVC 2015, Swansea, UK, September 7-10, 2015, 2015)

Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters and Occlusion Handling - Massimo Camplani; Sion L. Hannuna; Majid Mirmehdi; Dima Damen; Adeline Paiement; Lili Tao; Tilo Burghardt (Proceedings of the British Machine Vision Conference 2015, BMVC 2015, Swansea, UK, September 7-10, 2015, 2015)

A comparative home activity monitoring study using visual and inertial sensors - Lili Tao; Tilo Burghardt; Sion L. Hannuna; Massimo Camplani; Adeline Paiement; Dima Damen; Majid Mirmehdi; Ian Craddock (17th International Conference on E-health Networking, Application & Services, HealthCom 2015, Boston, MA, USA, October 14-17, 2015, 2015)

A multi-modal sensor infrastructure for healthcare in a residential environment - Przemyslaw Woznowski; Xenofon Fafoutis; Terence Song; Sion L. Hannuna; Massimo Camplani; Lili Tao; Adeline Paiement; Evangelos Mellios; Mo Haghighi; Ni Zhu; Geoffrey S. Hilton; Dima Damen; et al. (IEEE International Conference on Communication, ICC 2015, London, United Kingdom, June 8-12, 2015, Workshop Proceedings, 2015)

Towards automating visual in-field monitoring of crop health - David P. Gibson; Tilo Burghardt; Neill W. Campbell; Nishan Canagarajah (2015 IEEE International Conference on Image Processing, ICIP 2015, Quebec City, QC, Canada, September 27-30, 2015, 2015)

Contextual Saliency for Nonrigid Landmark Registration and Recognition of Natural Patterns - Luke Palmer; Tilo Burghardt (VISAPP 2015 - Proceedings of the 10th International Conference on Computer Vision Theory and Applications, Volume 1, Berlin, Germany, 11-14 March, 2015, 2015)

British Machine Vision Conference, BMVC 2013, Bristol, UK, September 9-13, 2013 - Tilo Burghardt; Dima Damen; Walterio W. Mayol-Cuevas; Majid Mirmehdi (BMVA Press, 2013)

Tracking Animals in Wildlife Videos Using Face Detection - Tilo Burghardt; Janko Calic; Barry T. Thomas (Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, Proceedings of the European Workshop for the Integration of Knowledge, Semantics and Digital Media Technology, EWIMT 2004, November 25-26, 2004, London, UK, 2004)