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Toby Perrett
Toby Perrett
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Scaling egocentric vision: The epic-kitchens dataset
D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, ...
Proceedings of the European conference on computer vision (ECCV), 720-736, 2018
10412018
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, 2022
497*2022
The epic-kitchens dataset: Collection, challenges and baselines
D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (11), 4125 …, 2020
2022020
Temporal-relational crosstransformers for few-shot action recognition
T Perrett, A Masullo, T Burghardt, M Mirmehdi, D Damen
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1392021
DDLSTM: dual-domain LSTM for cross-dataset action recognition
T Perrett, D Damen
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
312019
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), 2576, 2020
192020
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
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
182019
Recurrent assistance: Cross-dataset training of LSTMs on kitchen tasks
T Perrett, D Damen
Proceedings of the IEEE International Conference on Computer Vision …, 2017
162017
Cost-based feature transfer for vehicle occupant classification
T Perrett, M Mirmehdi
Computer Vision–ACCV 2016 Workshops: ACCV 2016 International Workshops …, 2017
112017
Visual monitoring of driver and passenger control panel interactions
T Perrett, M Mirmehdi, E Dias
IEEE Transactions on Intelligent Transportation Systems 18 (2), 321-331, 2016
112016
Use your head: Improving long-tail video recognition
T Perrett, S Sinha, T Burghardt, M Mirmehdi, D Damen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
82023
Tvnet: Temporal voting network for action localization
H Wang, D Damen, M Mirmehdi, T Perrett
arXiv preprint arXiv:2201.00434, 2022
82022
Sit-to-stand analysis in the wild using silhouettes for longitudinal health monitoring
A Masullo, T Burghardt, T Perrett, D Damen, M Mirmehdi
Image Analysis and Recognition: 16th International Conference, ICIAR 2019 …, 2019
82019
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations
C Plizzari, T Perrett, B Caputo, D Damen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
62023
No Need for a Lab: Towards Multi-sensory Fusion for Ambient Assisted Living in Real-world Living Homes.
A Masullo, T Perrett, D Damen, T Burghardt, M Mirmehdi
VISIGRAPP (5: VISAPP), 328-337, 2021
42021
Will Price, et al. Scaling egocentric vision: The dataset
D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, ...
ECCV, 2018
42018
Personalized Energy Expenditure Estimation: Visual Sensing Approach With Deep Learning
T Perrett, A Masullo, D Damen, T Burghardt, I Craddock, M Mirmehdi
JMIR Formative Research 6 (9), e33606, 2022
32022
Epic-kitchens-100
D Damen, H Doughty, GM Farinella, A Furnari, E Kazakos, J Ma, ...
International Journal of Computer Vision 130, 33-55, 2022
32022
Meta-learning with context-agnostic initialisations
T Perrett, A Masullo, T Burghardt, M Mirmehdi, D Damen
Proceedings of the Asian Conference on Computer Vision, 2020
32020
Refining action boundaries for one-stage detection
H Wang, M Mirmehdi, D Damen, T Perrett
2022 18th IEEE International Conference on Advanced Video and Signal Based …, 2022
22022
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