@article{ART001490079},
author={Kim Min Ki},
title={Palmprint Verification Using the Histogram of Local Binary Patterns},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2010},
volume={15},
number={10},
pages={27-34}
TY - JOUR
AU - Kim Min Ki
TI - Palmprint Verification Using the Histogram of Local Binary Patterns
JO - Journal of The Korea Society of Computer and Information
PY - 2010
VL - 15
IS - 10
PB - The Korean Society Of Computer And Information
SP - 27
EP - 34
SN - 1598-849X
AB - This paper proposes an efficient method for verifying palmprint which is captured at the natural interface without any physical restriction. The location and orientation of the region of interest (ROI) in palm images are variously appeared due to the translation and rotation of hand. Therefore, it is necessary to extract the ROI stably for palmprint recognition. This paper presents a method that can extract the ROI, which is based on the reference points that are located at the center of the crotch segments between index finger and middle finger and between ring finger and little finger. It also proposes a palmprint recognition method using the histogram of local binary patterns (LBP). Experiments for evaluating the performance of the proposed method were performed on 1,597 palmprint images acquired from 100 different persons. The experimental results showed that ROI was correctly extracted at the rate of 99.5% and the equal error rate (EER) and the decidability index d' indicating the performance of palmprint verification were 0.136 and 3.539, respectively. These results demonstrate that the proposed method is robust to the variations of the translation and rotation of hand.
KW - 장문인식(Palmprint Verification);관심영역(Region of Interest);국부 이진패턴(Local Binary Patterns)
DO -
UR -
ER -
Kim Min Ki. (2010). Palmprint Verification Using the Histogram of Local Binary Patterns. Journal of The Korea Society of Computer and Information, 15(10), 27-34.
Kim Min Ki. 2010, "Palmprint Verification Using the Histogram of Local Binary Patterns", Journal of The Korea Society of Computer and Information, vol.15, no.10 pp.27-34.
Kim Min Ki "Palmprint Verification Using the Histogram of Local Binary Patterns" Journal of The Korea Society of Computer and Information 15.10 pp.27-34 (2010) : 27.
Kim Min Ki. Palmprint Verification Using the Histogram of Local Binary Patterns. 2010; 15(10), 27-34.
Kim Min Ki. "Palmprint Verification Using the Histogram of Local Binary Patterns" Journal of The Korea Society of Computer and Information 15, no.10 (2010) : 27-34.
Kim Min Ki. Palmprint Verification Using the Histogram of Local Binary Patterns. Journal of The Korea Society of Computer and Information, 15(10), 27-34.
Kim Min Ki. Palmprint Verification Using the Histogram of Local Binary Patterns. Journal of The Korea Society of Computer and Information. 2010; 15(10) 27-34.
Kim Min Ki. Palmprint Verification Using the Histogram of Local Binary Patterns. 2010; 15(10), 27-34.
Kim Min Ki. "Palmprint Verification Using the Histogram of Local Binary Patterns" Journal of The Korea Society of Computer and Information 15, no.10 (2010) : 27-34.
