@article{ART001624491},
author={Young-Sub Kim and 박종대 and Kwangseok Lee and 고시영 and Hur Kang In},
title={A Background Subtraction and Post-Processing for Effective Foreground Object Detection},
journal={Journal of Knowledge Information Technology and Systems},
issn={1975-7700},
year={2011},
volume={6},
number={6},
pages={143-150}
TY - JOUR
AU - Young-Sub Kim
AU - 박종대
AU - Kwangseok Lee
AU - 고시영
AU - Hur Kang In
TI - A Background Subtraction and Post-Processing for Effective Foreground Object Detection
JO - Journal of Knowledge Information Technology and Systems
PY - 2011
VL - 6
IS - 6
PB - Korea Knowledge Information Technology Society
SP - 143
EP - 150
SN - 1975-7700
AB - This paper is studies on object detection using background subtraction techniques and effective post-processing technique on detected objects. AMF(Approximated Median Filtering) as a typical background subtraction technique is effective to processing time and memory use by recursive technique. But it generates loss on the interior of object and processing time slow because of process of positively curved region. To overcome problems, this paper is proposed to modified AMF and we prove a superiority of modified AMF by performance evaluations of adaptive Gaussian mixture model and Eigen-background. Also, to precisely rapidly detect objects, we propose a effective post-processing method on a binary foreground segmentation mask acquired through a proposed background subtraction techniques and prove through experiments.
KW - Background Subtraction;Post-processing;Approximated Median Filtering;Recursive Technique
DO -
UR -
ER -
Young-Sub Kim, 박종대, Kwangseok Lee, 고시영 and Hur Kang In. (2011). A Background Subtraction and Post-Processing for Effective Foreground Object Detection. Journal of Knowledge Information Technology and Systems, 6(6), 143-150.
Young-Sub Kim, 박종대, Kwangseok Lee, 고시영 and Hur Kang In. 2011, "A Background Subtraction and Post-Processing for Effective Foreground Object Detection", Journal of Knowledge Information Technology and Systems, vol.6, no.6 pp.143-150.
Young-Sub Kim, 박종대, Kwangseok Lee, 고시영, Hur Kang In "A Background Subtraction and Post-Processing for Effective Foreground Object Detection" Journal of Knowledge Information Technology and Systems 6.6 pp.143-150 (2011) : 143.
Young-Sub Kim, 박종대, Kwangseok Lee, 고시영, Hur Kang In. A Background Subtraction and Post-Processing for Effective Foreground Object Detection. 2011; 6(6), 143-150.
Young-Sub Kim, 박종대, Kwangseok Lee, 고시영 and Hur Kang In. "A Background Subtraction and Post-Processing for Effective Foreground Object Detection" Journal of Knowledge Information Technology and Systems 6, no.6 (2011) : 143-150.
Young-Sub Kim; 박종대; Kwangseok Lee; 고시영; Hur Kang In. A Background Subtraction and Post-Processing for Effective Foreground Object Detection. Journal of Knowledge Information Technology and Systems, 6(6), 143-150.
Young-Sub Kim; 박종대; Kwangseok Lee; 고시영; Hur Kang In. A Background Subtraction and Post-Processing for Effective Foreground Object Detection. Journal of Knowledge Information Technology and Systems. 2011; 6(6) 143-150.
Young-Sub Kim, 박종대, Kwangseok Lee, 고시영, Hur Kang In. A Background Subtraction and Post-Processing for Effective Foreground Object Detection. 2011; 6(6), 143-150.
Young-Sub Kim, 박종대, Kwangseok Lee, 고시영 and Hur Kang In. "A Background Subtraction and Post-Processing for Effective Foreground Object Detection" Journal of Knowledge Information Technology and Systems 6, no.6 (2011) : 143-150.
