TY - GEN
T1 - A 3D face recognition system using passive stereo vision and its performance evaluation
AU - Hayasaka, Akihiro
AU - Shibahara, Takuma
AU - Ito, Koichi
AU - Aoki, Takafumi
AU - Nakajima, Hiroshi
AU - Kobayashi, Koji
PY - 2006
Y1 - 2006
N2 - This paper proposes a three-dimensional (3D) face recognition system using passive stereo vision. So far, the reported 3D face recognition systems assume the use of active 3D measurement for 3D facial capture. However, active methods employ structured illumination or laser scanning, which is not desirable in many human recognition applications. Addressing this problem, we propose a 3D face recognition system that uses (i) AdaBoost-based face detection to automatically extract a face region from an image, (ii) passive stereo vision to capture 3D facial information, and (iii) 3D face matching based on a simple ICP (Iterative Closest Point) algorithm. Experimental evaluation demonstrates an efficient recognition performance of the proposed system.
AB - This paper proposes a three-dimensional (3D) face recognition system using passive stereo vision. So far, the reported 3D face recognition systems assume the use of active 3D measurement for 3D facial capture. However, active methods employ structured illumination or laser scanning, which is not desirable in many human recognition applications. Addressing this problem, we propose a 3D face recognition system that uses (i) AdaBoost-based face detection to automatically extract a face region from an image, (ii) passive stereo vision to capture 3D facial information, and (iii) 3D face matching based on a simple ICP (Iterative Closest Point) algorithm. Experimental evaluation demonstrates an efficient recognition performance of the proposed system.
UR - http://www.scopus.com/inward/record.url?scp=45249121064&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=45249121064&partnerID=8YFLogxK
U2 - 10.1109/ISPACS.2006.364908
DO - 10.1109/ISPACS.2006.364908
M3 - Conference contribution
AN - SCOPUS:45249121064
SN - 0780397339
SN - 9780780397330
T3 - 2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06
SP - 379
EP - 382
BT - 2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06
Y2 - 12 December 2006 through 15 December 2006
ER -