Search Results for author: Chinmaya Devaraj

Found 4 papers, 0 papers with code

Forecasting Action through Contact Representations from First Person Video

no code implementations1 Feb 2021 Eadom Dessalene, Chinmaya Devaraj, Michael Maynord, Cornelia Fermuller, Yiannis Aloimonos

Human actions involving hand manipulations are structured according to the making and breaking of hand-object contact, and human visual understanding of action is reliant on anticipation of contact as is demonstrated by pioneering work in cognitive science.

Action Anticipation Object

Egocentric Object Manipulation Graphs

no code implementations5 Jun 2020 Eadom Dessalene, Michael Maynord, Chinmaya Devaraj, Cornelia Fermuller, Yiannis Aloimonos

We introduce Egocentric Object Manipulation Graphs (Ego-OMG) - a novel representation for activity modeling and anticipation of near future actions integrating three components: 1) semantic temporal structure of activities, 2) short-term dynamics, and 3) representations for appearance.

Action Anticipation Attribute +1

Evenly Cascaded Convolutional Networks

no code implementations2 Jul 2018 Chengxi Ye, Chinmaya Devaraj, Michael Maynord, Cornelia Fermüller, Yiannis Aloimonos

We introduce Evenly Cascaded convolutional Network (ECN), a neural network taking inspiration from the cascade algorithm of wavelet analysis.

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