@article{ART001903065},
author={황만원 and Min Hong and Choi Yoo Joo},
title={Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram},
journal={Journal of Knowledge Information Technology and Systems},
issn={1975-7700},
year={2014},
volume={9},
number={4},
pages={519-531}
TY - JOUR
AU - 황만원
AU - Min Hong
AU - Choi Yoo Joo
TI - Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram
JO - Journal of Knowledge Information Technology and Systems
PY - 2014
VL - 9
IS - 4
PB - Korea Knowledge Information Technology Society
SP - 519
EP - 531
SN - 1975-7700
AB - In this paper, we proposed a robust scale estimation method for mean-shift tracking with background weighted local kernel. The shrinking problem of tracking kernel is frequently happened when the previous scale estimation methods based on color similarity between target and target candidate are applied in the mean-shift tracking with background weighted kernel. In order to solve the kernel shrinking problem, we defined a novel similarity evaluation criterion between target and target candidate based on weight average and found the most similar target candidate among several candidates with different kernel size. In order to validate robustness of the proposed scale estimation method, we compared the proposed method with the previous methods using challenging and self-made test data sequences. Experimental results show the proposed model have good performance to estimate tracked object scale.
KW - Object Tracking;Kernel-based Tracking;Mean-shift Tracking;Object Scale Estimation
DO -
UR -
ER -
황만원, Min Hong and Choi Yoo Joo. (2014). Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram. Journal of Knowledge Information Technology and Systems, 9(4), 519-531.
황만원, Min Hong and Choi Yoo Joo. 2014, "Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram", Journal of Knowledge Information Technology and Systems, vol.9, no.4 pp.519-531.
황만원, Min Hong, Choi Yoo Joo "Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram" Journal of Knowledge Information Technology and Systems 9.4 pp.519-531 (2014) : 519.
황만원, Min Hong, Choi Yoo Joo. Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram. 2014; 9(4), 519-531.
황만원, Min Hong and Choi Yoo Joo. "Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram" Journal of Knowledge Information Technology and Systems 9, no.4 (2014) : 519-531.
황만원; Min Hong; Choi Yoo Joo. Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram. Journal of Knowledge Information Technology and Systems, 9(4), 519-531.
황만원; Min Hong; Choi Yoo Joo. Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram. Journal of Knowledge Information Technology and Systems. 2014; 9(4) 519-531.
황만원, Min Hong, Choi Yoo Joo. Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram. 2014; 9(4), 519-531.
황만원, Min Hong and Choi Yoo Joo. "Object Scale Estimation in Mean-shift Tracking with Background Weighted Histogram" Journal of Knowledge Information Technology and Systems 9, no.4 (2014) : 519-531.
