Title :
Real-time social interaction analysis
Author :
Chen, Chih-Wei ; Wu, Chen ; Aghajan, Hamid
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., Stanford, CA, USA
Abstract :
This demonstration presents a social interaction analysis system designed to operate in real-time and under real environment conditions. A webcam is used to capture videos of a group of people interacting in an unconstrained environment. Locations of multiple people and their head poses are extracted from the videos. Direct pairwise interactions are detected based on the relative distance and head orientation using a probabilistic model. Communicative behavior analysis is carried out by grouping people based on their interaction patterns, i.e. frequency and duration, among the social group.
Keywords :
behavioural sciences computing; feature extraction; probability; social sciences computing; video signal processing; communicative behavior analysis; direct pairwise interactions; head orientation; head pose extraction; probabilistic model; real-time social interaction analysis; relative distance; webcam; Cameras; Feature extraction; Heating; Heuristic algorithms; Real time systems; Trajectory; Videos;
Conference_Titel :
Automatic Face & Gesture Recognition and Workshops (FG 2011), 2011 IEEE International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
978-1-4244-9140-7
DOI :
10.1109/FG.2011.5771326