Toby Perrett

According to our database, Toby Perrett authored at least 24 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations.

Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Use Your Head: Improving Long-Tail Video Recognition.

Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Centre Stage: Centricity-based Audio-Visual Temporal Action Detection.

Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett

Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023

2022

Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100.

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

Int. J. Comput. Vis., 2022

Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things.

Alessandro Masullo, Toby Perrett, Tilo Burghardt, Ian Craddock, Dima Damen, Majid Mirmehdi

CoRR, 2022

An Evaluation of OCR on Egocentric Data.

Valentin Popescu, Dima Damen, Toby Perrett

CoRR, 2022

TVNet: Temporal Voting Network for Action Localization.

Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Refining Action Boundaries for One-stage Detection.

Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett

Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021

The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines.

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

IEEE Trans. Pattern Anal. Mach. Intell., 2021

No Need for a Lab: Towards Multi-sensory Fusion for Ambient Assisted Living in Real-world Living Homes.

Alessandro Masullo, Toby Perrett, Dima Damen, Tilo Burghardt, Majid Mirmehdi

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Temporal-Relational CrossTransformers for Few-Shot Action Recognition.

Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications.

Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi

Sensors, 2020

Rescaling Egocentric Vision.

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

CoRR, 2020

Meta-Learning with Context-Agnostic Initialisations.

Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Sit-to-Stand Analysis in the Wild Using Silhouettes for Longitudinal Health Monitoring.

Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments.

Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition.

Toby Perrett, Dima Damen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Scaling Egocentric Vision: The EPIC-KITCHENS Dataset.

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

CoRR, 2018

Scaling Egocentric Vision: The Dataset.

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Visual Monitoring of Driver and Passenger Control Panel Interactions.

Toby Perrett, Majid Mirmehdi, Eduardo Dias

IEEE Trans. Intell. Transp. Syst., 2017

Detection of valuable left-behind items in vehicle cabins.

Toby Perrett, Majid Mirmehdi, Eduardo Dias

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Recurrent Assistance: Cross-Dataset Training of LSTMs on Kitchen Tasks.

Toby Perrett, Dima Damen

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Cost-Based Feature Transfer for Vehicle Occupant Classification.

Toby Perrett, Majid Mirmehdi

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015

Cost-based Feature Transfer for Vehicle Occupant Classification.

Toby Perrett, Majid Mirmehdi, Eduardo Dias

CoRR, 2015