TY - GEN
T1 - Real-time person identification system for intelligent digital TV
AU - Hwang, Min Cheol
AU - Ha, Le Thanh
AU - Kim, Seung Kyun
AU - Ko, Sung Jea
PY - 2007
Y1 - 2007
N2 - Intelligent digital TV (iDTV) is an enhanced digital TV that can automatically provide user-personalized services for each audience. For the user-personalized services, the iDTV should recognize audiences in real-time. Thus, in this paper, we define a novel structure of the iDTV and propose a real-time person identification system embedded in the iDTV. The proposed system consists of three phases: preprocessing for reducing computational costs of the proposed system, face detection using a statistical approach with Haar-like features, and face recognition using Support Vector Machines (SVMs). Experimental results show that the proposed system achieves efficient performance with high recognition accuracy of above 90% at the speed of 15-20 fps, which is suitable for applying to the iDTV.
AB - Intelligent digital TV (iDTV) is an enhanced digital TV that can automatically provide user-personalized services for each audience. For the user-personalized services, the iDTV should recognize audiences in real-time. Thus, in this paper, we define a novel structure of the iDTV and propose a real-time person identification system embedded in the iDTV. The proposed system consists of three phases: preprocessing for reducing computational costs of the proposed system, face detection using a statistical approach with Haar-like features, and face recognition using Support Vector Machines (SVMs). Experimental results show that the proposed system achieves efficient performance with high recognition accuracy of above 90% at the speed of 15-20 fps, which is suitable for applying to the iDTV.
UR - http://www.scopus.com/inward/record.url?scp=34548031132&partnerID=8YFLogxK
U2 - 10.1109/ICCE.2007.341418
DO - 10.1109/ICCE.2007.341418
M3 - Conference contribution
AN - SCOPUS:34548031132
SN - 142440763X
SN - 9781424407637
T3 - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
BT - Digest of Technical Papers - 2007 International Conference on Consumer Electronics, ICCE 2007
T2 - 2007 Digest of Technical Papers International Conference on Consumer Electronics
Y2 - 10 January 2007 through 14 January 2007
ER -