Scaling Egocentric Vision: The EPIC-KITCHENS Dataset D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, ... European Conference on Computer Vision (ECCV), 2018 | 1108 | 2018 |
Ego4d: Around the world in 3,000 hours of egocentric video K Grauman, A Westbury, E Byrne, Z Chavis, A Furnari, R Girdhar, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 674 | 2022 |
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100 D Damen, H Doughty, GM Farinella, A Furnari, E Kazakos, J Ma, ... International Journal of Computer Vision, 1-23, 2021 | 549* | 2021 |
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition E Kazakos, A Nagrani, A Zisserman, D Damen International Conference on Computer Vision (ICCV), 2019 | 375 | 2019 |
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition J Munro, D Damen Computer Vision and Pattern Recognition (CVPR), 2020 | 242 | 2020 |
The EPIC-KITCHENS dataset: Collection, challenges and baselines D Damen, H Doughty, G Farinella, S Fidler, A Furnari, E Kazakos, ... IEEE Transations on Pattern Analysis and Machine Intelligence (TPAMI) 43 (11 …, 2021 | 221 | 2021 |
You-Do, I-Learn: Discovering Task Relevant Objects and their Modes of Interaction from Multi-User Egocentric Video D Damen, T Leelasawassuk, O Haines, A Calway, W Mayol-Cuevas, ... British Machine Vision Conference (BMVC), 2014 | 167 | 2014 |
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings M Wray, D Larlus, G Csurka, D Damen International Conference on Computer Vision (ICCV), 2019 | 161 | 2019 |
Temporal-Relational CrossTransformers for Few-Shot Action Recognition T Perrett, A Masullo, T Burghardt, M Mirmehdi, D Damen IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2021 | 150 | 2021 |
Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination H Doughty, D Damen, W Mayol-Cuevas Computer Vision and Pattern Recognition (CVPR), 2018 | 143 | 2018 |
Egocentric video-language pretraining KQ Lin, J Wang, M Soldan, M Wray, R Yan, EZ Xu, D Gao, RC Tu, W Zhao, ... Advances in Neural Information Processing Systems 35, 7575-7586, 2022 | 130 | 2022 |
The Pros and Cons: Rank-aware Temporal Attention for Skill Determination in Long Videos H Doughty, W Mayol-Cuevas, D Damen Computer Vision and Pattern Recognition (CVPR), 2019 | 111 | 2019 |
Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters and Occlusion Handling. M Camplani, SL Hannuna, M Mirmehdi, D Damen, A Paiement, L Tao, ... BMVC 3, 01-12, 2015 | 96 | 2015 |
SPHERE: A sensor platform for healthcare in a residential environment P Woznowski, A Burrows, T Diethe, X Fafoutis, J Hall, S Hannuna, ... Designing, Developing, and Facilitating Smart Cities: Urban Design to IoT …, 2017 | 90 | 2017 |
A multi-modal sensor infrastructure for healthcare in a residential environment P Woznowski, X Fafoutis, T Song, S Hannuna, M Camplani, L Tao, ... 2015 IEEE International Conference on Communication Workshop (ICCW), 271-277, 2015 | 89 | 2015 |
Online quality assessment of human movement from skeleton data ATM Paiement, L Tao, SL Hannuna, M Camplani, D Damen, M Mirmehdi British Machine Vision Conference, 2014 | 89 | 2014 |
Real-time Learning and Detection of 3D Texture-less Objects: A Scalable Approach D Damen, P Bunnun, A Calway, W Mayol-Cuevas British Machine Vision Conference, 2012 | 88 | 2012 |
A comparative study of pose representation and dynamics modelling for online motion quality assessment L Tao, A Paiement, D Damen, M Mirmehdi, S Hannuna, M Camplani, ... Computer Vision and Image Understanding 11, 2016 | 78 | 2016 |
DS-KCF: a real-time tracker for RGB-D data S Hannuna, M Camplani, J Hall, M Mirmehdi, D Damen, T Burghardt, ... Journal of Real-Time Image Processing 16, 1439-1458, 2019 | 76 | 2019 |
Action Recognition from Single Timestamp Supervision in Untrimmed Videos D Moltisanti, S Fidler, D Damen Computer Vision and Pattern Recognition (CVPR), 2019 | 73 | 2019 |