Ivan Rodin — accepted AI-conference papers

2024

Action Scene Graphs for Long-Form Understanding of Egocentric Videos

Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella

CVPR 2024poster

We present Egocentric Action Scene Graphs (EASGs) a new representation for long-form understanding of egocentric videos. EASGs extend standard manually-annotated representations of egocentric videos such as verb-noun action labels by providing a temporally evolving graph-based description of the act…

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2023

Egocentric Action Anticipation for Personal Health

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella

ICASSP 2023accepted

The egocentric action anticipation task consists in predicting future (unobserved) actions based on input from a wearable first-person view camera. In this work, we are focusing on applying egocentric action anticipation methods to the personal health domain, i.e., utilizing them for the analysis of…

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