@article{ART001295274},
author={주성일 and 전영민 and HYUNG IL CHOI},
title={Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2008},
volume={13},
number={6},
pages={117-126}
TY - JOUR
AU - 주성일
AU - 전영민
AU - HYUNG IL CHOI
TI - Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking
JO - Journal of The Korea Society of Computer and Information
PY - 2008
VL - 13
IS - 6
PB - The Korean Society Of Computer And Information
SP - 117
EP - 126
SN - 1598-849X
AB - The Object tracking by real-time image analysis is one of the major concerns in computer vision and its application fields. The Object detection process of real-time images must be preceded before the object tracking process. To achieve the stable object detection performance in the exterior environment, adaptive background model generation methods are needed. The adaptive background model can accept the nature's phenomena changes and adapt the system to the changes such as light or shadow movements that are caused by changes of meridian altitudes of the sun. In this paper, we propose a robust background model generation method effective in an illegal parking auto-detection application area. We also provide a evaluation method that judges whether a moving vehicle stops or not. As the first step, an initial background model is generated. Then the differences between the initial model and the input image frame is used to trace the movement of object. The moving vehicle can be easily recognized from the object tracking process. After that, the model is updated by the background information except the moving object. These steps are repeated. The experiment results show that our background model is effective and adaptable in the variable exterior environment. The results also show our model can detect objects moving slowly. This paper includes the performance evaluation results of the proposed method on the real roads.
KW - 적응적 배경(adaptive background);추적(Tracking);불법주정차(illegal parking)
DO -
UR -
ER -
주성일, 전영민 and HYUNG IL CHOI. (2008). Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking. Journal of The Korea Society of Computer and Information, 13(6), 117-126.
주성일, 전영민 and HYUNG IL CHOI. 2008, "Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking", Journal of The Korea Society of Computer and Information, vol.13, no.6 pp.117-126.
주성일, 전영민, HYUNG IL CHOI "Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking" Journal of The Korea Society of Computer and Information 13.6 pp.117-126 (2008) : 117.
주성일, 전영민, HYUNG IL CHOI. Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking. 2008; 13(6), 117-126.
주성일, 전영민 and HYUNG IL CHOI. "Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking" Journal of The Korea Society of Computer and Information 13, no.6 (2008) : 117-126.
주성일; 전영민; HYUNG IL CHOI. Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking. Journal of The Korea Society of Computer and Information, 13(6), 117-126.
주성일; 전영민; HYUNG IL CHOI. Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking. Journal of The Korea Society of Computer and Information. 2008; 13(6) 117-126.
주성일, 전영민, HYUNG IL CHOI. Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking. 2008; 13(6), 117-126.
주성일, 전영민 and HYUNG IL CHOI. "Algorithm of Generating Adaptive Background Modeling for crackdown on Illegal Parking" Journal of The Korea Society of Computer and Information 13, no.6 (2008) : 117-126.
