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MM
2015
ACM

Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes

8 years 6 months ago
Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes
We present joint estimation of F-formations and head, body pose of interactors in a social scene captured by surveillance cameras. Unlike prior works that have focused on (a) discovering F-formations based on head pose and position cues, or (b) jointly learned head and body pose of individuals based on anatomic constraints, we exploit positional and pose cues characterizing interactors and interactions to jointly infer both (a) and (b). We show how the joint inference framework benefits both F-formation and head, body pose estimation accuracy via experiments on two social datasets. Categories and Subject Descriptors
Ramanathan Subramanian, Jagannadan Varadarajan, El
Added 14 Apr 2016
Updated 14 Apr 2016
Type Journal
Year 2015
Where MM
Authors Ramanathan Subramanian, Jagannadan Varadarajan, Elisa Ricci, Oswald Lanz, Stefan Winkler
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