Project Sites
Health: TORUS | SPHERE | Fal-Vitae | PD Sensors
Animals: Wilddrone | PanAfFGBG | WildLive | Camtrap AI Workshops
Selection of Publications
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- The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition. O Brookes, M Kukushkin, M Mirmehdi, C Stephens, P Dieguez, TC Hicks, S Jones, K Lee, MS McCarthy, A Meier, E Normand, EG Wessling, RM Wittig, K Langergraber, K Zuberbuehler, L Boesch, T Schmid, M Arandjelovic, H Kuehl, T Burghardt. 38th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2025. (Paper PDF)
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- Trajectory-guided Motion Perception for Facial Expression Quality Assessment in Neurological Disorders. S. Duan, A. Dadashzadeh, A. Whone, M. Mirmehdi. 19th IEEE Int. Conf. Automatic Face and Gesture Recognition (FG2025), May 2025. Paper PDF and Code
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- Automated Radiology Report Generation: A Review of Recent Advances. P. Sloan, P. Clatworthy, E. Simpson, M. Mirmehdi. IEEE Reviews in Biomedical Engineering, Paper PDF and HTML
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- PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition. O Brookes, M Mirmehdi, C Stephens, S Angedakin, K Corogenes, D Dowd, P Dieguez, TC Hicks, S Jones, K Lee, V Leinert, J Lapuente, MS McCarthy, A Meier, M Murai, E Normand, V Vergnes, EG Wessling, RM Wittig, K Langergraber, N Maldonado, X Yang, K Zuberbuhler, C Boesch, M Arandjelovic, H Kuhl, T Burghardt. International Journal of Computer Vision (IJCV). March 2024. (Paper), (Website), (Arxiv PDF), (Dataset DOI:10.5523/bris.1h73erszj3ckn2qjwm4sqmr2wt), (Dataset Explorer)
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- PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment. Amirhossein Dadashzadeh, Shuchao Duan, Alan Whone, Majid Mirmehdi. WACV 2024
- Paper, Dataset and Code
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- Use Your Head: Improving Long-Tail Video Recognition. T Perrett, S Sinha, T Burghardt, M Mirmehdi, D Damen. CVPR 2023
- Paper and Code
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- TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome Prediction. Z Samak, P. Clatworthy, M. Mirmehdi 20th IEEE International Symposium on Biomedical Imaging. ISBI 2023
- Paper and Code
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- Triple-stream Deep Metric Learning of Great Ape Behavioural Actions. O Brookes, M Mirmehdi, H Kuehl, T Burghardt. VISAPP 2023.
- Paper and Code
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- Dynamic Curriculum Learning for Great Ape Detection in the Wild. X. Yang, T. Burghardt, M. Mirmehdi. International Journal of Computer Vision (IJCV), 2023.
- Paper and Code
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- Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation. Zeng, X Yang, D Smithard, M Mirmehdi, AM Gambaruto, T Burghardt. ICIP2023
- (Arxiv PDF), (GitHub)
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- FeMA: Feature matching auto-encoder for predicting ischaemic stroke evolution and treatment outcome. Z Samak, P. Clatworthy, M. Mirmehdi Computerized Medical Imaging and Graphics, 2022
- Paper | Code
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- Refining Action Boundaries for One-Stage Detection. H Wang, M Mirmehdi, D Damen, T Perrett. AVSS 2022
- Paper and Code
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- Personalised Energy Expenditure Estimation: A Visual Sensing Approach With Deep Learning. T Perrett, A Masullo, D Damen, T Burghardt, I Craddock, M Mirmehdi. JMIR Formative Research 2022
- Paper
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- Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance. M Xue, T Greenslade, M. Mirmehdi and T. Burghardt. WACV Workshop (RWS) 2022.
- Paper
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- No Need for a Lab: Towards Multi-Sensory Fusion for Ambient Assisted Living in Real-World Living Homes. A Masullo, TJ Perrett, D Damen, T Burghardt, M Mirmehdi. VISAPP 2021
- Paper
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- Back to the Future: Cycle Encoding Prediction for Self-supervised Video Representation Learning. X. Yang, M. Mirmehdi and T. Burghardt, BMVC (2021).
- Paper and Code
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- Unsupervised View-Invariant Human Posture Representation. F. Sardari, B. Ommer, and M. Mirmehdi, BMVC (2021).
- Paper and Code
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- Temporal-Relational CrossTransformers for Few-Shot Action Recognition. T Perrett, A Masullo, T Burghardt, M Mirmehdi, D Damen. CVPR (2021).
- ArXiv | Project Webpage | Code and Model
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- Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications. A Masullo, T Burghardt, D Damen, T Perrett, M Mirmehdi. Sensors 20(9) 2020.
- HTML | PDF
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- VI-Net: View-Invariant Quality of Human Movement Assessment. F Sardari, A Paiement, S Hannuna, M Mirmehdi. Sensors 20(18) 2020.
- HTML | PDF
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- Prediction of Thrombectomy Functional Outcomes using Multimodal Data, Z Samak, P. Clatworthy, M. Mirmehdi MIUA 2020.
- Springer Link | arXive
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- Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments,
A Masullo, T Burghardt, D Damen, T Perrett, M Mirmehdi. 2nd Int. Workshop on Computer Vision for Physiological Measurement (CVPM) at IEEE International Conference of Computer Vision (ICCVW), 2019.
- CVF Version | Dataset: SPHERE-Calorie
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- Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring. K Yordanova, S Ludtke, S Whitehouse, F Kruger, A Paiement, M Mirmehdi, I Craddock, T Kirste. Sensors, 19(3), 646, 2019
- Link to PDF
- What is cooking and Why? Behaviour Recognition during Unscripted Cooking Tasks for Health Monitoring. K Yordanova, S Whitehouse, A Paiement, M Mirmehdi, T Kirste, I Craddock. PerCom 2017 (Best work in progress paper award)
- Link to PDF | Dataset: SPHERE Unscripted kitchen activities
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- Weakly-Supervised Completion Moment Detection using Temporal Attention. F Heidarivincheh, M Mirmehdi, D Damen. ICCV Workshop on Human Behaviour Understanding, 2019
- Arxiv PDF | CVF PDF
- Action Completion: A Temporal Model for Moment Detection. F Heidarivincheh, M Mirmehdi, D Damen. BMVC, 2018
- Arxiv PDF | Video2018 | Dataset
- Beyond Action Recognition: Action Completion in RGB-D Data. F Heidarivincheh, M Mirmehdi, D Damen. BMVC, 2016
- pdf | abstract | Video2016 | Dataset: RGBD-Action-Completion-2016
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- CaloriNet: From silhouettes to calorie estimation in private environments. A Masullo, T Burghardt, D Damen, S Hannuna, V Ponce-Lopez, M Mirmehdi, BMVC 2018
- PDF | Code on Github
- Energy expenditure estimation using visual and inertial sensors. L Tao, T Burghardt, M Mirmehdi, D Damen, A. Cooper, S. Hannuna, M Camplani, A. Paiement, I Craddock. IET Computer Vision, 12(1), 2018.
- OA PDF @IET | SPHERE Webpage
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- 3D Data Acquisition and Registration using Two Opposing Kinects. V Soleimani, M Mirmehdi, D Damen, S Hannuna, M Camplani, 4th International Conference on 3D Vision (3DV), 128-137, 2016
- PDF@ieeexplore | Code
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- Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters and Occlusion Handling. M Camplani, S Hannuna, M Mirmehdi, D Damen, L Tao, T Burghardt and A Paiment. British Machine Vision Conference (BMVC), Sep 2015.
- PDF |
Video 1 |
Video 2 |
Code on Github
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- Online quality assessment of human movement from skeleton data. A Paiment, L Tao, S Hannuna, M Camplani, D Damen and M Mirmehdi. British Machine Vision Conference (BMVC), Sep 2014.
- PDF | Dataset | Code
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- Collection of chapters on many aspects of texture analysis (pre-deep learning era!)
- Hardcover: 424 pages - Publisher: Imperial College Press (Dec. 2008) - ISBN-13: 978-1848161153
- Sample chapter: A Galaxy of Texture Features
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Last Updated May 2025
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