@article{ART001225617},
author={Kang Sun-Kyung and 김영운 and 소인미 and Jung, Sung-Tae},
title={Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2008},
volume={13},
number={1},
pages={89-98}
TY - JOUR
AU - Kang Sun-Kyung
AU - 김영운
AU - 소인미
AU - Jung, Sung-Tae
TI - Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network
JO - Journal of The Korea Society of Computer and Information
PY - 2008
VL - 13
IS - 1
PB - The Korean Society Of Computer And Information
SP - 89
EP - 98
SN - 1598-849X
AB - In this paper, we present a method for the enhancement of marker detection correctness and marker recognition speed by using artificial neural network. Contours of objects are extracted from the input image. They are approximated to a list of line segments. Quadrangles are found with the geometrical features of the approximated line segments. They are normalized into exact squares by using the warping technique and scale transformation. Feature vectors are extracted from the square image by using principal component analysis. Artificial neural network is used to checks if the square image is a marker image or a non-marker image. After that, the type of marker is recognized by using an artificial neural network. Experimental results show that the proposed method enhances the correctness of the marker detection and recognition.
KW - Artificial Neural Network(인공 신경망);Marker Detection(마커 검출);Marker Recognition(마커 인식);Principal Component Analysis(주성분 분석)
DO -
UR -
ER -
Kang Sun-Kyung, 김영운, 소인미 and Jung, Sung-Tae. (2008). Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network. Journal of The Korea Society of Computer and Information, 13(1), 89-98.
Kang Sun-Kyung, 김영운, 소인미 and Jung, Sung-Tae. 2008, "Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network", Journal of The Korea Society of Computer and Information, vol.13, no.1 pp.89-98.
Kang Sun-Kyung, 김영운, 소인미, Jung, Sung-Tae "Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network" Journal of The Korea Society of Computer and Information 13.1 pp.89-98 (2008) : 89.
Kang Sun-Kyung, 김영운, 소인미, Jung, Sung-Tae. Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network. 2008; 13(1), 89-98.
Kang Sun-Kyung, 김영운, 소인미 and Jung, Sung-Tae. "Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network" Journal of The Korea Society of Computer and Information 13, no.1 (2008) : 89-98.
Kang Sun-Kyung; 김영운; 소인미; Jung, Sung-Tae. Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network. Journal of The Korea Society of Computer and Information, 13(1), 89-98.
Kang Sun-Kyung; 김영운; 소인미; Jung, Sung-Tae. Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network. Journal of The Korea Society of Computer and Information. 2008; 13(1) 89-98.
Kang Sun-Kyung, 김영운, 소인미, Jung, Sung-Tae. Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network. 2008; 13(1), 89-98.
Kang Sun-Kyung, 김영운, 소인미 and Jung, Sung-Tae. "Enhancement of the Correctness of Marker Detection and Marker Recognition based on Artificial Neural Network" Journal of The Korea Society of Computer and Information 13, no.1 (2008) : 89-98.