Acta Optica Sinica, Volume. 29, Issue 10, 2762(2009)

Multiscale Image Segmentation Based on Graph Weighted Kernel K-means

Li Yuchuan1 and Tian Zheng1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(12)

    [3] [3] Li Xiaobin. Graph Spectrum and Cut Based Multiscale Image Segmentation[D]. Xi′an:Northwestern Polytechnical University. 2007,7~11

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    [6] [6] J. Shi,J. Malik. Normalized cuts and image segmentation[J]. IEEE Transactions on Patern Analysis and Machine Intelligence,2000,22(8):888-905

    [7] [7] Inderjit S. Dhillon,Yuqiang Guan,Brian Kulis. Weighted graph cuts without eigenvectors a multilevel approach[J]. IEEE Transactions on Patern Analysis and Machine Intelligence,2007,29(11):1944-1957

    [8] [8] Nello Cristianini,John Shawe-Taylor. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods[M]. Cambridge University Press,2000

    [9] [9] L. Zelnik-Manor,P. Perona. Self-Tuning Spectral Clustering[A]. Proceedings of the Advances in Neural Information Processing Systems,2004,17:1601-1608

    [11] [11] Li Xiaobin,Tian Zheng. Multiscale stochastic hierarchical image segmentation by spectral clustering[J]. Science in China Series F:Information Sciences,2007,50(2):198-211

    [12] [12] D. Martin,C. Fowlkes,D. Tal et al.. A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics[C]. In:Werner B,eds. Proceedings of the international Conference on Computer Vision. Los Alamitos,California:IEEE Society Press,2001,416-423

    CLP Journals

    [1] He Feiyue, Tian Zheng, Fu Huijing, Yan Weidong. Efficient Segmentation of SAR Images Using Markov Random Field Models with Edge Penalties and an Adaptive Weighting Parameter[J]. Acta Optica Sinica, 2013, 33(8): 811004

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    Li Yuchuan, Tian Zheng. Multiscale Image Segmentation Based on Graph Weighted Kernel K-means[J]. Acta Optica Sinica, 2009, 29(10): 2762

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    Paper Information

    Category: Image Processing

    Received: Mar. 20, 2009

    Accepted: --

    Published Online: Oct. 19, 2009

    The Author Email:

    DOI:10.3788/aos20092910.2762

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