SPHERE | PD Sensors | Wilddrone
Selection of Publications
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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 Feb. 2020
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