Title :
A Behavioural Approach to Person Recognition
Author :
Matta, Federico ; Dugelay, Jean-Luc
Author_Institution :
Eurecom Inst., Sophia-Antipolis
Abstract :
This paper describes a new approach for identity recognition using video sequences. While most image and video recognition systems discriminate identities using physical information only, our approach exploits the behavioral information of head dynamics; in particular the displacement signals of few head features directly extracted in the image plane. Due to the lack of standard video database, identification and verification scores have been obtained using a small collection of video sequences: the results for this new approach are nevertheless promising
Keywords :
feature extraction; image recognition; image sequences; video signal processing; head feature extraction; person recognition; video sequence; Data mining; Face detection; Face recognition; Feature extraction; Head; Humans; Image databases; Image recognition; Tracking; Video sequences;
Conference_Titel :
Multimedia and Expo, 2006 IEEE International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0366-7
Electronic_ISBN :
1-4244-0367-7
DOI :
10.1109/ICME.2006.262817