@article{ART001747074},
author={In Seop NA and 박상철 and KIM SOO HYUNG},
title={A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2013},
volume={47},
number={1},
pages={39-55},
doi={10.4275/KSLIS.2013.47.1.039}
TY - JOUR
AU - In Seop NA
AU - 박상철
AU - KIM SOO HYUNG
TI - A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images
JO - Journal of the Korean Society for Library and Information Science
PY - 2013
VL - 47
IS - 1
PB - 한국문헌정보학회
SP - 39
EP - 55
SN - 1225-598X
AB - It is a difficult problem to use keyword retrieval for low-quality Korean document images because these include adjacent characters that are connected. In addition, images that are created from various fonts are likely to be distorted during acquisition. In this paper, we propose and test a keyword retrieval system, using a support vector machine (SVM) for the retrieval of low-quality Korean document images. We propose a keyword retrieval method using an SVM to discriminate the similarity between two word images. We demonstrated that the proposed keyword retrieval method is more effective than the accumulated Optical Character Recognition (OCR)-based searching method. Moreover, using the SVM is better than Bayesian decision or artificial neural network for determining the similarity of two images.
KW - Low-Quality Korean Document Keyword Retrieval;SVM;OCR;Digital Library
DO - 10.4275/KSLIS.2013.47.1.039
ER -
In Seop NA, 박상철 and KIM SOO HYUNG. (2013). A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images. Journal of the Korean Society for Library and Information Science, 47(1), 39-55.
In Seop NA, 박상철 and KIM SOO HYUNG. 2013, "A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images", Journal of the Korean Society for Library and Information Science, vol.47, no.1 pp.39-55. Available from: doi:10.4275/KSLIS.2013.47.1.039
In Seop NA, 박상철, KIM SOO HYUNG "A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images" Journal of the Korean Society for Library and Information Science 47.1 pp.39-55 (2013) : 39.
In Seop NA, 박상철, KIM SOO HYUNG. A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images. 2013; 47(1), 39-55. Available from: doi:10.4275/KSLIS.2013.47.1.039
In Seop NA, 박상철 and KIM SOO HYUNG. "A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images" Journal of the Korean Society for Library and Information Science 47, no.1 (2013) : 39-55.doi: 10.4275/KSLIS.2013.47.1.039
In Seop NA; 박상철; KIM SOO HYUNG. A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images. Journal of the Korean Society for Library and Information Science, 47(1), 39-55. doi: 10.4275/KSLIS.2013.47.1.039
In Seop NA; 박상철; KIM SOO HYUNG. A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images. Journal of the Korean Society for Library and Information Science. 2013; 47(1) 39-55. doi: 10.4275/KSLIS.2013.47.1.039
In Seop NA, 박상철, KIM SOO HYUNG. A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images. 2013; 47(1), 39-55. Available from: doi:10.4275/KSLIS.2013.47.1.039
In Seop NA, 박상철 and KIM SOO HYUNG. "A Keyword Matching for the Retrieval of Low-Quality Hangul Document Images" Journal of the Korean Society for Library and Information Science 47, no.1 (2013) : 39-55.doi: 10.4275/KSLIS.2013.47.1.039
