Optics and Precision Engineering, Volume. 18, Issue 1, 234(2010)

Robust object tracking based on improved Mean-shift algorithm

XUE Chen1...2,*, ZHU Ming1, and CHEN Ai-hua12 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(11)

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    [2] [2] COMANICIU D,RAMESH V,MEER P. Kernel-based object tracking [J]. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2003,25(5):564-577.

    [3] [3] YIMAZ A. Object tracking by asymmetric kernel mean-shift with automatic scale and orientation selection [C]. IEEE Conference on Computer Vision and Pattern Recognition, IEEE, 2007:1-6.

    [4] [4] CHEN X P, YU SH SH, MA ZH L. An improved mean-shift algorithm for object tracking[C]. Proceedings of the 7th World Congress on Intelligent Control and Automation, IEEE,2008:5111-5114.

    [5] [5] BIRCHFIELD S T, RANGARAJAN S. Spatiograms versus histograms for region based tracking[C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2005:1158-1163.

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    [7] [7] NUMMIARO K,KOLLER-MEIER E,VAN G L.Color features for tracking non-rigid object [J]. Special Issue on Vision Surveillance, 2003,29(3):345-355.

    [9] [9] SUN ZH S, SUN J X, SONG J ZH, et al.. Anti-occlusion arithmetic for moving object tracking [J]. Opt. Precision Eng., 2007,15(2):268-272.(in Chinese)

    [10] [10] WANG ZH Q, FAN Y F, ZHANG G L, et al.. Robust face tracking algorithm with occlusions [J]. SPIE, 2007,67861:67861X1-67861X10.

    [11] [11] COLLINS R T, LIU Y X. On-line selection of discriminative tracking features [C]. Proceedings of the Ninth IEEE International Conference on Computer Vision, IEEE,2003:346-352.

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    [3] WANG Ming-jia, WU Zhi-guo, HAN Guang-liang, WANG Yan-jie, ZHANG Ye. Mean-Shift Object Tracking of Adaptive Tracking Window[J]. Acta Photonica Sinica, 2012, 41(1): 67

    [4] WANG Li-jia, JIA Song-min, WANG Shuang, LI Xiu-zhi. Person tracking of mobile robot using improved Mean Shift[J]. Optics and Precision Engineering, 2013, 21(9): 2364

    [5] ZHOU Bin, WANG Jun-zheng, SHEN Wei. Fast object tracking with multi-bandwidth Mean Shift[J]. Optics and Precision Engineering, 2010, 18(10): 2297

    [6] WANG Wei-xing, SU Pei-yin. Blood cell image segmentation on color and GVF Snake for Leukocyte classification on SVM[J]. Optics and Precision Engineering, 2012, 20(12): 2781

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    XUE Chen, ZHU Ming, CHEN Ai-hua. Robust object tracking based on improved Mean-shift algorithm[J]. Optics and Precision Engineering, 2010, 18(1): 234

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    Paper Information

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    Received: Dec. 8, 2008

    Accepted: --

    Published Online: Aug. 31, 2010

    The Author Email: Chen XUE (achen5225@sina.com)

    DOI:

    CSTR:32186.14.

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