21 citations · 26 across the 19 of their papers we have counts for
4 papers · 1 filter
Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos
Sanket Thakur, Cigdem Beyan, Pietro Morerio +2
Objects are crucial for understanding human-object interactions. By identifying the relevant objects, one can also predict potential future interactions or actions that may occur w…
Enhancing Next Active Object-based Egocentric Action Anticipation with Guided Attention
Sanket Thakur, Cigdem Beyan, Pietro Morerio +2
Short-term action anticipation (STA) in first-person videos is a challenging task that involves understanding the next active object interactions and predicting future actions. Exi…
Guided Attention for Next Active Object @ EGO4D STA Challenge
Sanket Thakur, Cigdem Beyan, Pietro Morerio +2
In this technical report, we describe the Guided-Attention mechanism based solution for the short-term anticipation (STA) challenge for the EGO4D challenge. It combines the object…
Anticipating Next Active Objects for Egocentric Videos
Sanket Thakur, Cigdem Beyan, Pietro Morerio +2
This paper addresses the problem of anticipating the next-active-object location in the future, for a given egocentric video clip where the contact might happen, before any action…