An Outlook into the Future of Egocentric Vision

no code implementations • 14 Aug 2023 • Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi

What will the future be?

Bringing Online Egocentric Action Recognition into the wild

1 code implementation • 6 Nov 2022 • Gabriele Goletto, Mirco Planamente, Barbara Caputo, Giuseppe Averta

To enable a safe and effective human-robot cooperation, it is crucial to develop models for the identification of human activities.

Action Recognition

PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition

no code implementations • 9 Sep 2022 • Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo

In this report, we describe the technical details of our submission to the EPIC-Kitchens-100 Unsupervised Domain Adaptation (UDA) Challenge in Action Recognition.

Action Recognition Domain Generalization +3

E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition

1 code implementation • CVPR 2022 • Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo

However, the ever-growing field of event-based vision has, to date, overlooked the potential of event cameras in such applications.

Action Recognition Event-based vision +1

E$^2$(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition

1 code implementation • 7 Dec 2021 • Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo

However, the ever-growing field of event-based vision has, to date, overlooked the potential of event cameras in such applications.

Action Recognition Event-based vision +1