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 language | English |
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Pages | 835-838 |
Number of pages | 4 |
DOIs | |
Publication status | Published - 13 Oct 2015 |
Externally published | Yes |
Event | 23rd ACM International Conference on Multimedia, MM 2015 - Brisbane, Australia Duration: 26 Oct 2015 → 30 Oct 2015 |
Conference
Conference | 23rd ACM International Conference on Multimedia, MM 2015 |
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Country/Territory | Australia |
City | Brisbane |
Period | 26/10/15 → 30/10/15 |