Action Scene Graphs for Long-Form Understanding of Egocentric Videos

1 code implementation • 6 Dec 2023 • Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella

We present Egocentric Action Scene Graphs (EASGs), a new representation for long-form understanding of egocentric videos.

Action Anticipation Video Understanding

Untrimmed Action Anticipation

no code implementations • 8 Feb 2022 • Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella

Experiments show that the performance of current models designed for trimmed action anticipation is very limited and more research on this task is required.

Action Anticipation Action Detection

Predicting the Future from First Person (Egocentric) Vision: A Survey

no code implementations • 28 Jul 2021 • Ivan Rodin, Antonino Furnari, Dimitrios Mavroedis, Giovanni Maria Farinella

Egocentric videos can bring a lot of information about how humans perceive the world and interact with the environment, which can be beneficial for the analysis of human behaviour.

Future prediction

Visualization of Dynamic Reference Graphs

no code implementations • WS 2016 • Ivan Rodin, Ekaterina Chernyak, Mikhail Dubov, Boris Mirkin