Jointly estimating interactions and head, body pose of interactors from distant social scenes

Ramanathan Subramanian, Jagannadan Varadarajan, Elisa Ricci, Oswald Lanz, Stefan Winkler

Research output: Contribution to conference (non-published works)Paperpeer-review

1 Citation (Scopus)

Abstract

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) discov-ering 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 frame-work benefits both F-formation and head, body pose esti-mation accuracy via experiments on two social datasets.

Original languageEnglish
Pages835-838
Number of pages4
DOIs
Publication statusPublished - 13 Oct 2015
Externally publishedYes
Event23rd ACM International Conference on Multimedia, MM 2015 - Brisbane, Australia
Duration: 26 Oct 201530 Oct 2015

Conference

Conference23rd ACM International Conference on Multimedia, MM 2015
CountryAustralia
CityBrisbane
Period26/10/1530/10/15

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