Title :
Towards person recognition using head dynamics
Author :
Matta, Federico ; Dugelay, Jean-Luc
Author_Institution :
Eurecom Inst., Sophia Antipolis, France
Abstract :
This paper describes a new approach for identity recognition using video sequences. While most image and video recognition systems discriminate identities using pixel-based information, our approach exploits the head dynamics; in particular the displacement signals of few head features. 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 preliminary approach are nevertheless encouraging.
Keywords :
image recognition; image sequences; video signal processing; head dynamics; identity recognition; person recognition; video sequences; Data mining; Face recognition; Feature extraction; Head; Humans; Image recognition; Motion analysis; Pixel; Signal processing algorithms; Video sequences;
Conference_Titel :
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
Print_ISBN :
953-184-089-X
DOI :
10.1109/ISPA.2005.195428