Latest News
New paper and code released: Temporal-Relational CrossTransformers for Few-Shot Action Recognition (GitHub).
About
I’m a postdoctoral researcher in the SPHERE group at the University of Bristol, UK. I work with Alessandro Masullo, Tilo Burghardt, Dima Damen and Majid Mirmehdi. I’m interested in action recognition from videos, particulary few-shot and multi-domain settings.
Research
Temporal-Relational CrossTransformers for Few-Shot Action Recognition
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
Meta-Learning with Context-Agnostic Initialisations
Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen
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
TPAMI 2020
DDLSTM: Dual Domain LSTM for Cross-Dataset Action Recognition
Toby Perrett, Dima Damen
CVPR 2019
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
ECCV 2018
Recurrent Assistance: Cross-Dataset Training of LSTMs on Kitchen Tasks
Toby Perrett, Dima Damen
ICCVW 2017
Detection of Valuable Left-Behind Items in Vehicle Cabins
Toby Perrett, Eduardo Dias, Majid Mirmehdi
IEEE Intelligent Vehicles Symposium 2017
Cost-Vased Feature Transfer for Vehicle Occupant Classification
Toby Perrett, Majid Mirmehdi
ACCVW 2016
Visual Monitoring of Driver and Passenger Control Panel Interactions
Toby Perrett, Eduardo Dias, Majid Mirmehdi
IEEE Transactions on Intelligent Transport Systems 2016
Contact
toby.perrett at bristol fullstop ac fullstop uk