@article{ART000977914},
author={MyungHoonKim and Jung， Sung-Tae and 이지근 and 소인미},
title={Design and Implementation of a Bimodal User Recognition System using Face and Audio},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2005},
volume={10},
number={5},
pages={351-360}
TY - JOUR
AU - MyungHoonKim
AU - Jung， Sung-Tae
AU - 이지근
AU - 소인미
TI - Design and Implementation of a Bimodal User Recognition System using Face and Audio
JO - Journal of The Korea Society of Computer and Information
PY - 2005
VL - 10
IS - 5
PB - The Korean Society Of Computer And Information
SP - 351
EP - 360
SN - 1598-849X
AB - Recently, study of Bimodal recognition has become very active. In this paper, we propose a Bimodal user recognition system that uses face information and audio information. Face recognition consists of face detection step and face recognition step. Face detection uses AdaBoost to find face candidate area. After finding face candidates, PCA feature extraction is applied to decrease the dimension of feature vector. And then, SVM classifiers are used to detect and recognize face. Audio recognition uses MFCC for audio feature extraction and HMM is used for audio recognition. Experimental results show that the Bimodal recognition can improve the user recognition rate much more than audio only recognition, especially in the presence of noise.
KW - Audio Recognition;Face Recognition;AdaBoost;HMM;PCA;SVM;Bimodal
DO -
UR -
ER -
MyungHoonKim, Jung， Sung-Tae, 이지근 and 소인미. (2005). Design and Implementation of a Bimodal User Recognition System using Face and Audio. Journal of The Korea Society of Computer and Information, 10(5), 351-360.
MyungHoonKim, Jung， Sung-Tae, 이지근 and 소인미. 2005, "Design and Implementation of a Bimodal User Recognition System using Face and Audio", Journal of The Korea Society of Computer and Information, vol.10, no.5 pp.351-360.
MyungHoonKim, Jung， Sung-Tae, 이지근, 소인미 "Design and Implementation of a Bimodal User Recognition System using Face and Audio" Journal of The Korea Society of Computer and Information 10.5 pp.351-360 (2005) : 351.
MyungHoonKim, Jung， Sung-Tae, 이지근, 소인미. Design and Implementation of a Bimodal User Recognition System using Face and Audio. 2005; 10(5), 351-360.
MyungHoonKim, Jung， Sung-Tae, 이지근 and 소인미. "Design and Implementation of a Bimodal User Recognition System using Face and Audio" Journal of The Korea Society of Computer and Information 10, no.5 (2005) : 351-360.
MyungHoonKim; Jung， Sung-Tae; 이지근; 소인미. Design and Implementation of a Bimodal User Recognition System using Face and Audio. Journal of The Korea Society of Computer and Information, 10(5), 351-360.
MyungHoonKim; Jung， Sung-Tae; 이지근; 소인미. Design and Implementation of a Bimodal User Recognition System using Face and Audio. Journal of The Korea Society of Computer and Information. 2005; 10(5) 351-360.
MyungHoonKim, Jung， Sung-Tae, 이지근, 소인미. Design and Implementation of a Bimodal User Recognition System using Face and Audio. 2005; 10(5), 351-360.
MyungHoonKim, Jung， Sung-Tae, 이지근 and 소인미. "Design and Implementation of a Bimodal User Recognition System using Face and Audio" Journal of The Korea Society of Computer and Information 10, no.5 (2005) : 351-360.
