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@article{ART001724828},
author={이영현 and 김대훈 and Hanseok Ko},
title={License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2012},
volume={17},
number={12},
pages={71-82}

TY - JOUR
AU - 이영현
AU - 김대훈
AU - Hanseok Ko
TI - License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT
JO - Journal of The Korea Society of Computer and Information
PY - 2012
VL - 17
IS - 12
PB - The Korean Society Of Computer And Information
SP - 71
EP - 82
SN - 1598-849X
AB - In this paper, we propose a license plate detection method with improved Adaboost learning and MCT (Modified Census Transform). The MCT represents the local structure patterns as integer numbered feature values which has robustness to illumination change and memory efficiency. However, since these integer values are discrete, a lookup table is needed to design a weak classifier for Adaboost learning. Some previous research efforts have focused on minimization of exponential criterion for Adaboost optimization. In this paper, a method that uses MCT and improved Adaboost learning based on Newton’s optimization to exponential criterion is proposed for license plate detection. Experimental results on license patch images and field images demonstrate that the proposed method yields higher performance of detection rates with low false positives than the conventional method using the original Adaboost learning.
KW - License plate detection;Adaboost learning;Newton‘s optimization;MCT
DO -
UR -
ER -

이영현, 김대훈 and Hanseok Ko. (2012). License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT. Journal of The Korea Society of Computer and Information, 17(12), 71-82.

이영현, 김대훈 and Hanseok Ko. 2012, "License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT", Journal of The Korea Society of Computer and Information, vol.17, no.12 pp.71-82.

이영현, 김대훈, Hanseok Ko "License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT" Journal of The Korea Society of Computer and Information 17.12 pp.71-82 (2012) : 71.

이영현, 김대훈, Hanseok Ko. License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT. 2012; 17(12), 71-82.

이영현, 김대훈 and Hanseok Ko. "License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT" Journal of The Korea Society of Computer and Information 17, no.12 (2012) : 71-82.

이영현; 김대훈; Hanseok Ko. License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT. Journal of The Korea Society of Computer and Information, 17(12), 71-82.

이영현; 김대훈; Hanseok Ko. License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT. Journal of The Korea Society of Computer and Information. 2012; 17(12) 71-82.

이영현, 김대훈, Hanseok Ko. License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT. 2012; 17(12), 71-82.

이영현, 김대훈 and Hanseok Ko. "License Plate Detection with Improved Adaboost Learning based on Newton’s Optimization and MCT" Journal of The Korea Society of Computer and Information 17, no.12 (2012) : 71-82.