KJCKorea
Journal Central

@article{ART001366555},
author={장석우 and 허문행 and Gye-young Kim},
title={Effective Handwriting Verification through DTW and PCA},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2009},
volume={14},
number={7},
pages={25-32}

TY - JOUR
AU - 장석우
AU - 허문행
AU - Gye-young Kim
TI - Effective Handwriting Verification through DTW and PCA
JO - Journal of The Korea Society of Computer and Information
PY - 2009
VL - 14
IS - 7
PB - The Korean Society Of Computer And Information
SP - 25
EP - 32
SN - 1598-849X
AB - In this paper, we propose a new handwriting verification method using pattern analysis in off-line environments. The proposed method first segments character regions in a document and extracts effective features from the segmented regions. It then estimates the similarity between the extracted non-linear features and reference ones by using dynamic time warping and principal component analysis. Our handwriting verification method extracts handwriting features effectively and enables the verification of handwriting with various lengths of features as well as ones of short patterns. The experimental results show that our method outperforms others in terms as accuracy. We expect that the proposed method will automate the manual handwriting verification tasks and provide much objectivity on handwriting identification.
KW - Handwriting Verification;Dynamic Time Warping;Feature Similarity
DO -
UR -
ER -

장석우, 허문행 and Gye-young Kim. (2009). Effective Handwriting Verification through DTW and PCA. Journal of The Korea Society of Computer and Information, 14(7), 25-32.

장석우, 허문행 and Gye-young Kim. 2009, "Effective Handwriting Verification through DTW and PCA", Journal of The Korea Society of Computer and Information, vol.14, no.7 pp.25-32.

장석우, 허문행, Gye-young Kim "Effective Handwriting Verification through DTW and PCA" Journal of The Korea Society of Computer and Information 14.7 pp.25-32 (2009) : 25.

장석우, 허문행, Gye-young Kim. Effective Handwriting Verification through DTW and PCA. 2009; 14(7), 25-32.

장석우, 허문행 and Gye-young Kim. "Effective Handwriting Verification through DTW and PCA" Journal of The Korea Society of Computer and Information 14, no.7 (2009) : 25-32.

장석우; 허문행; Gye-young Kim. Effective Handwriting Verification through DTW and PCA. Journal of The Korea Society of Computer and Information, 14(7), 25-32.

장석우; 허문행; Gye-young Kim. Effective Handwriting Verification through DTW and PCA. Journal of The Korea Society of Computer and Information. 2009; 14(7) 25-32.

장석우, 허문행, Gye-young Kim. Effective Handwriting Verification through DTW and PCA. 2009; 14(7), 25-32.

장석우, 허문행 and Gye-young Kim. "Effective Handwriting Verification through DTW and PCA" Journal of The Korea Society of Computer and Information 14, no.7 (2009) : 25-32.