TY - GEN
T1 - Matting and super-pixel based target tracking algorithm
AU - Wang, Hailuo
AU - Wang, Bo
AU - Zhou, Zhiqiang
AU - Li, Sun
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/8/10
Y1 - 2015/8/10
N2 - Model updating is a critical problem in target tracking. Inaccurate foreground and background estimating will degrade the tracking performance even cause drift problem. In order to address this problem, a robust tracking algorithm based on super-pixels and Matting is proposed. We use feature matching and color-histogram of super-pixels to offer enough foreground and background information for Matting. In addition, we sample the patches of object to record the appearance information which can deal with the situation of occlusion. Compared with other tracking methods, experiments show that our algorithm can overcome the problem of model drift and track the object with better accuracy.
AB - Model updating is a critical problem in target tracking. Inaccurate foreground and background estimating will degrade the tracking performance even cause drift problem. In order to address this problem, a robust tracking algorithm based on super-pixels and Matting is proposed. We use feature matching and color-histogram of super-pixels to offer enough foreground and background information for Matting. In addition, we sample the patches of object to record the appearance information which can deal with the situation of occlusion. Compared with other tracking methods, experiments show that our algorithm can overcome the problem of model drift and track the object with better accuracy.
UR - http://www.scopus.com/inward/record.url?scp=84954318165&partnerID=8YFLogxK
U2 - 10.1109/ICACI.2015.7184782
DO - 10.1109/ICACI.2015.7184782
M3 - Conference contribution
AN - SCOPUS:84954318165
T3 - 2015 7th International Conference on Advanced Computational Intelligence, ICACI 2015
SP - 223
EP - 228
BT - 2015 7th International Conference on Advanced Computational Intelligence, ICACI 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Conference on Advanced Computational Intelligence, ICACI 2015
Y2 - 27 March 2015 through 29 March 2015
ER -