Latest News

Paper accepted at CVPR 2021: 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

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

IJCV 2021, EPIC-Kitchens Website

Temporal-Relational CrossTransformers for Few-Shot Action Recognition

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

CVPR 2021, 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