Mean-shift Tracking Algorithm with Adjustive Bandwidth Based on Partition

WANG Fei; WEI Guoliang; WANG Baoyun; ZOU Guoyan

doi:10.3969/j.issn.1003-501x.2014.04.007

[1] Fukanaga K, Hostetler L D. The Estimation of the Gradient of a Density Function, with Applications in Pattern Recognition [J]. IEEE Transactions on Information Theory(S0018-9448), 1975, 21(1): 32-40.

[2] Cheng Y. Mean shift , Mode Seeking and Clustering [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828), 1995, 17(8): 790-799.

[3] Comaniciu D, Ramesh V, Meer P. Real-time Tracking of Non-rigid Objects Using Mean-shift [C]// IEEE Conference on Computer Vision and Pattern Recognition, South Caroline, USA, June 13-15, 2000, 2: 142-149.

[4] Comaniciu D, Ramesh V, Meer P. Kernel-Based Object Tracking [C]// IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828), 2003, 25(5): 564-575.

[5] Collins R T. Mean-shift Blob Tracking Through Scale Space [C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Wisconsin, USA, June 16-22, 2003, 2: 234-240.

[6] PENG Ningsong, YANG Jie, LIU Zhi, et al. Automatic Selection of Kernel-Bandwidth for Mean-Shift Object Tracking [J]. Journal of Software, 2005, 16(9): 1542-1550.

[7] QIAN Huimin, MAO Yaobin, WANG Zhiquan. Mean Shift Tracking with Self-updating Tracking Window [J]. Journal of Image and Graphics, 2007, 13(2): 245-250.

[8] Seyed Amir Mohammadi, Sana Amoozegar, Alireza Jolfaei, et al. Enhanced Adaptive bandwidth tracking using mean shift Algorithm [C]// IEEE 3rd International Conference on Communication Software and Networks (ICCSN), Xi’an, China, May 27-29, 2011: 494–498.

[9] YANG Fan, ZHENG Chunhong, YANG Gang. Mean shift Algorithm with Adaptive Window Based on UKF [J]. Computer Engineering, 2011, 37(14): 158-160.

[10] WANG Changyou, ZHANG Haiqiang, YANG Fuping. An Adaptive Kernel Bandwidth Mean Shift Target Tracking Algorithm [C]// Control Engineering and Communication Technology (ICCECT), 2012 International Conference on Digital Object, Shenyang, China, Dec 7-9, 2012: 547–550.

[11] ZUO Junyi, LIANG Yan, ZHAO Chunhui, et al. Researches on Scale Adaptation Strategy in Mean Shift Tracking Algorithm [J]. Journal of Image and Graphics, 2008, 13(9): 1750-1757.

[12] LI Cuijun, WANG Chengru. Visual Tracking with Window Updating of Non-rigid Object [J]. Opto-Electronic Engineering, 2012, 39(11): 101-108.

[13] DONG Xiaoshu, CHEN Gang, BIAN Zhiguo. Improved moving object detection method based on Gaussian mixture mode [J]. Journal of Applied Optics, 2012, 33(5): 877-883.