Tilo Burghardt

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 71

Top Topics

Facial Recognition

Metric Learning

Top Venues

Int. J. Comput. Vis.

Publications

Tayfun Karaderi, Tilo Burghardt, Raphael Morard, Daniela N. Schmidt
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species. WACV (2024)
Asheesh Sharma, Lucy Randewich, William Andrew, Sion L. Hannuna, Neill W. Campbell, Siobhan Mullan, Andrew W. Dowsey, Melvyn Smith, Mark Hansen, Tilo Burghardt
Universal Bovine Identification via Depth Data and Deep Metric Learning. CoRR (2024)
Otto Brookes, Majid Mirmehdi, Hjalmar S. Kühl, Tilo Burghardt
ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognition. CoRR (2024)
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, Maureen S. McCarthy, Amelia Meier, Mizuki Murai, Emmanuelle Normand, Virginie Vergnes, Erin G. Wessling, Roman M. Wittig, Kevin Langergraber, Nuria Maldonado, Xinyu Yang, Klaus Zuberbuhler, Christophe Boesch, Mimi Arandjelovic, Hjalmar S. Kühl, Tilo Burghardt
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition. CoRR (2024)
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, Maureen S. McCarthy, Amelia Meier, Mizuki Murai, Emmanuelle Normand, Virginie Vergnes, Erin G. Wessling, Roman M. Wittig, Kevin Langergraber, Nuria Maldonado, Xinyu Yang, Klaus Zuberbühler, Christophe Boesch, Mimi Arandjelovic, Hjalmar S. Kühl, Tilo Burghardt
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition. Int. J. Comput. Vis. 132 (8) (2024)
Chengxi Zeng, Tilo Burghardt, Alberto M. Gambaruto
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks. CoRR (2024)
Chengxi Zeng, Tilo Burghardt, Alberto M. Gambaruto
Training dynamics in Physics-Informed Neural Networks with feature mapping. CoRR (2024)
Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Use Your Head: Improving Long-Tail Video Recognition. CVPR (2023)
Chengxi Zeng, Xinyu Yang, David Smithard, Majid Mirmehdi, Alberto M. Gambaruto, Tilo Burghardt
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation. ICIP (2023)
Otto Brookes, Majid Mirmehdi, Hjalmar S. Kühl, Tilo Burghardt
Triple-stream Deep Metric Learning of Great Ape Behavioural Actions. CoRR (2023)
Kejia Zhang, Mingyu Yang, Stephen D. J. Lang, Alistair M. McInnes, Richard B. Sherley, Tilo Burghardt
Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learning. CoRR (2023)
Tayfun Karaderi, Tilo Burghardt, Raphael Morard, Daniela N. Schmidt
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species. CoRR (2023)
Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Use Your Head: Improving Long-Tail Video Recognition. CoRR (2023)
Otto Brookes, Majid Mirmehdi, Hjalmar S. Kühl, Tilo Burghardt
Triple-stream Deep Metric Learning of Great Ape Behavioural Actions. VISIGRAPP (5: VISAPP) (2023)
Xinyu Yang, Tilo Burghardt, Majid Mirmehdi
Dynamic Curriculum Learning for Great Ape Detection in the Wild. Int. J. Comput. Vis. 131 (5) (2023)
Chengxi Zeng, Xinyu Yang, David Smithard, Majid Mirmehdi, Alberto M. Gambaruto, Tilo Burghardt
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation. CoRR (2023)
Jing Gao, Tilo Burghardt, Neill W. Campbell
Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification. ICIAP Workshops (2022)
Mowen Xue, Theo Greenslade, Majid Mirmehdi, Tilo Burghardt
Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance. WACV (Workshops) (2022)
Alessandro Masullo, Toby Perrett, Tilo Burghardt, Ian Craddock, Dima Damen, Majid Mirmehdi
Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things. CoRR (2022)
Maria Stennett, Daniel I. Rubenstein, Tilo Burghardt
Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning. CoRR (2022)
Chengxi Zeng, Xinyu Yang, Majid Mirmehdi, Alberto M. Gambaruto, Tilo Burghardt
Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation. CoRR (2022)
Xinyu Yang, Tilo Burghardt, Majid Mirmehdi
Dynamic Curriculum Learning for Great Ape Detection in the Wild. CoRR (2022)
Tayfun Karaderi, Tilo Burghardt, Allison Y. Hsiang, Jacob Ramaer, Daniela N. Schmidt
Visual Microfossil Identification via Deep Metric Learning. ICPRAI (1) (2022)
Jing Gao, Tilo Burghardt, Neill W. Campbell
Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification. CoRR (2022)
Xinyu Yang, Majid Mirmehdi, Tilo Burghardt
Back to the Future: Cycle Encoding Prediction for Self-supervised Video Representation Learning. BMVC (2021)
Alessandro Masullo, Toby Perrett, Dima Damen, Tilo Burghardt, Majid Mirmehdi
No Need for a Lab: Towards Multi-sensory Fusion for Ambient Assisted Living in Real-world Living Homes. VISIGRAPP (5: VISAPP) (2021)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CVPR (2021)
Jing Gao, Tilo Burghardt, William Andrew, Andrew W. Dowsey, Neill W. Campbell
Towards Self-Supervision for Video Identification of Individual Holstein-Friesian Cattle: The Cows2021 Dataset. CoRR (2021)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CoRR (2021)
Mowen Xue, Theo Greenslade, Majid Mirmehdi, Tilo Burghardt
Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance. CoRR (2021)
William Andrew, Jing Gao, Siobhan Mullan, Neill W. Campbell, Andrew W. Dowsey, Tilo Burghardt
Visual identification of individual Holstein-Friesian cattle via deep metric learning. Comput. Electron. Agric. 185 (2021)
Tayfun Karaderi, Tilo Burghardt, Allison Y. Hsiang, Jacob Ramaer, Daniela N. Schmidt
Visual Microfossil Identificationvia Deep Metric Learning. CoRR (2021)
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, Martin Wikelski, Iain D. Couzin, Grant Van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Y. Berger-Wolf
Seeing biodiversity: perspectives in machine learning for wildlife conservation. CoRR (2021)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Meta-Learning with Context-Agnostic Initialisations. CoRR (2020)
Xinyu Yang, Majid Mirmehdi, Tilo Burghardt
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning. CoRR (2020)
William Andrew, Jing Gao, Neill W. Campbell, Andrew W. Dowsey, Tilo Burghardt
Visual Identification of Individual Holstein Friesian Cattle via Deep Metric Learning. CoRR (2020)
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Meta-Learning with Context-Agnostic Initialisations. ACCV (4) (2020)
Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi
Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications. Sensors 20 (9) (2020)
Faizaan Sakib, Tilo Burghardt
Visual Recognition of Great Ape Behaviours in the Wild. CoRR (2020)
Otto Brookes, Tilo Burghardt
A Dataset and Application for Facial Recognition of Individual Gorillas in Zoo Environments. CoRR (2020)
William Andrew, Colin Greatwood, Tilo Burghardt
Fusing Animal Biometrics with Autonomous Robotics: Drone-based Search and Individual ID of Friesian Cattle (Extended Abstract). WACV Workshops (2020)
Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi
Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments. ICCV Workshops (2019)
William Andrew, Colin Greatwood, Tilo Burghardt
Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference. IROS (2019)
Xinyu Yang, Majid Mirmehdi, Tilo Burghardt
Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending. ICCV Workshops (2019)
Sion L. Hannuna, Massimo Camplani, Jake Hall, Majid Mirmehdi, Dima Damen, Tilo Burghardt, Adeline Paiement, Lili Tao
DS-KCF: a real-time tracker for RGB-D data. J. Real Time Image Process. 16 (5) (2019)
Joey Green, Tilo Burghardt, Elisabeth Oswald
Not a Free Lunch but a Cheap Lunch: Experimental Results for Training Many Neural Nets. IACR Cryptol. ePrint Arch. 2019 (2019)
Víctor Ponce-López, Tilo Burghardt, Yue Sun, Sion L. Hannuna, Dima Damen, Majid Mirmehdi
Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs. ICIAP (1) (2019)
Xinyu Yang, Majid Mirmehdi, Tilo Burghardt
Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending. CoRR (2019)
Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi
Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring. CoRR (2019)
William Andrew, Colin Greatwood, Tilo Burghardt
Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference. CoRR (2019)
Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi
Sit-to-Stand Analysis in the Wild Using Silhouettes for Longitudinal Health Monitoring. ICIAR (2) (2019)
Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion L. Hannuna, Víctor Ponce-López, Majid Mirmehdi
CaloriNet: From silhouettes to calorie estimation in private environments. BMVC (2018)
Víctor Ponce-López, Tilo Burghardt, Sion L. Hannuna, Dima Damen, Alessandro Masullo, Majid Mirmehdi
Semantically Selective Augmentation for Deep Compact Person Re-Identification. CoRR (2018)
Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion L. Hannuna, Víctor Ponce-López, Majid Mirmehdi
CaloriNet: From silhouettes to calorie estimation in private environments. CoRR (2018)
Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Massimo Camplani, Sion L. Hannuna, Adeline Paiement, Ian Craddock
Energy expenditure estimation using visual and inertial sensors. IET Comput. Vis. 12 (1) (2018)
Rory Smith, Tilo Burghardt
DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph. CoRR (2018)
Baodong Wang, Lili Tao, Tilo Burghardt, Majid Mirmehdi
Calorific Expenditure Estimation Using Deep Convolutional Network Features. WACV Workshops (2018)
Rory Smith, Tilo Burghardt
DeepKey: Towards End-to-End Physical Key Replication from a Single Photograph. GCPR (2018)
William Andrew, Colin Greatwood, Tilo Burghardt
Deep Learning for Exploration and Recovery of Uncharted and Dynamic Targets from UAV-like Vision. IROS (2018)
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, Antonis Vafeas, Przemyslaw Woznowski, Ian Craddock
A Guide to the SPHERE 100 Homes Study Dataset. CoRR (2018)
Víctor Ponce-López, Tilo Burghardt, Sion L. Hannuna, Dima Damen, Alessandro Masullo, Majid Mirmehdi
Semantically Selective Augmentation for Deep Compact Person Re-Identification. ECCV Workshops (2) (2018)
Benjamin Hughes, Tilo Burghardt
Automated Visual Fin Identification of Individual Great White Sharks. Int. J. Comput. Vis. 122 (3) (2017)
Massimo Camplani, Adeline Paiement, Majid Mirmehdi, Dima Damen, Sion L. Hannuna, Tilo Burghardt, Lili Tao
Multiple human tracking in RGB-depth data: a survey. IET Comput. Vis. 11 (4) (2017)
Clemens-Alexander Brust, Tilo Burghardt, Milou Groenenberg, Christoph Käding, Hjalmar S. Kühl, Marie L. Manguette, Joachim Denzler
Towards Automated Visual Monitoring of Individual Gorillas in the Wild. ICCV Workshops (2017)
William Andrew, Colin Greatwood, Tilo Burghardt
Visual Localisation and Individual Identification of Holstein Friesian Cattle via Deep Learning. ICCV Workshops (2017)
Massimo Camplani, Adeline Paiement, Majid Mirmehdi, Dima Damen, Sion L. Hannuna, Tilo Burghardt, Lili Tao
Multiple Human Tracking in RGB-D Data: A Survey. CoRR (2016)
Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Ian Craddock
Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. CoRR (2016)
Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Ian Craddock
Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. ACCV Workshops (1) (2016)
Benjamin Hughes, Tilo Burghardt
Automated Visual Fin Identification of Individual Great White Sharks. CoRR (2016)
William Andrew, Sion L. Hannuna, Neill W. Campbell, Tilo Burghardt
Automatic individual holstein friesian cattle identification via selective local coat pattern matching in RGB-D imagery. ICIP (2016)
Lili Tao, Adeline Paiement, Dima Damen, Majid Mirmehdi, Sion L. Hannuna, Massimo Camplani, Tilo Burghardt, Ian Craddock
A comparative study of pose representation and dynamics modelling for online motion quality assessment. Comput. Vis. Image Underst. 148 (2016)
Luke Palmer, Tilo Burghardt
Contextual Saliency for Nonrigid Landmark Registration and Recognition of Natural Patterns. VISAPP (1) (2015)
Lili Tao, Tilo Burghardt, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Dima Damen, Majid Mirmehdi, Ian Craddock
A comparative home activity monitoring study using visual and inertial sensors. HealthCom (2015)
David P. Gibson, Tilo Burghardt, Neill W. Campbell, Nishan Canagarajah
Towards automating visual in-field monitoring of crop health. ICIP (2015)
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, Tilo Burghardt, Majid Mirmehdi, Robert J. Piechocki, Dritan Kaleshi, Ian Craddock
A multi-modal sensor infrastructure for healthcare in a residential environment. ICC Workshops (2015)
Benjamin Hughes, Tilo Burghardt
Automated Identification of Individual Great White Sharks from Unrestricted Fin Imagery. BMVC (2015)
Massimo Camplani, Sion L. Hannuna, Majid Mirmehdi, Dima Damen, Adeline Paiement, Lili Tao, Tilo Burghardt
Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters and Occlusion Handling. BMVC (2015)
Tilo Burghardt, Dima Damen, Walterio W. Mayol-Cuevas, Majid Mirmehdi
Correspondence, Matching and Recognition. Int. J. Comput. Vis. 113 (3) (2015)