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@article{ART001495431},
author={박성천 and 구자영},
title={An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2010},
volume={15},
number={11},
pages={67-73}

TY - JOUR
AU - 박성천
AU - 구자영
TI - An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance
JO - Journal of The Korea Society of Computer and Information
PY - 2010
VL - 15
IS - 11
PB - The Korean Society Of Computer And Information
SP - 67
EP - 73
SN - 1598-849X
AB - In this paper, a new face detection method that is more accurate than the conventional methods is proposed. This method utilizes a hybrid of Hausdorff distance based on the geometric similarity between the two sets of points and the LBP distance based on the distribution of local micro texture of an image. The parameters for normalization and the optimal blending factor of the two different metrics were calculated from training sample images. Popularly used face database was used to show that the proposed method is more effective and robust to the variation of the pose, illumination, and back ground than the methods based on the Hausdorff distance or LBP distance. In the particular case, the average error distance between the detected and the true face location was reduced to 47.9% of the result of LBP method, and 22.8% of the result of Hausdorff method.
KW - 얼굴검출(Face detection);로컬 바이너리 패턴(Local Binary Pattern;LBP);하우스도르프 거리(Hausdorff Distance)
DO -
UR -
ER -

박성천 and 구자영. (2010). An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance. Journal of The Korea Society of Computer and Information, 15(11), 67-73.

박성천 and 구자영. 2010, "An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance", Journal of The Korea Society of Computer and Information, vol.15, no.11 pp.67-73.

박성천, 구자영 "An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance" Journal of The Korea Society of Computer and Information 15.11 pp.67-73 (2010) : 67.

박성천, 구자영. An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance. 2010; 15(11), 67-73.

박성천 and 구자영. "An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance" Journal of The Korea Society of Computer and Information 15, no.11 (2010) : 67-73.

박성천; 구자영. An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance. Journal of The Korea Society of Computer and Information, 15(11), 67-73.

박성천; 구자영. An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance. Journal of The Korea Society of Computer and Information. 2010; 15(11) 67-73.

박성천, 구자영. An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance. 2010; 15(11), 67-73.

박성천 and 구자영. "An Improved Face Detection Method Using a Hybrid of Hausdorff and LBP Distance" Journal of The Korea Society of Computer and Information 15, no.11 (2010) : 67-73.