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

ArXiv 2020 GitHub

Meta-Learning with Context-Agnostic Initialisations

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

ACCV 2020

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

Google Scholar