Acta Optica Sinica, Volume. 30, Issue 7, 1977(2010)

Fusion Segmentation Algorithm for SAR Images Based on the Persistence and Clustering in the Contourlet Domain

Wu Yan1、*, Xiao Ping2, Wang Changming1, and Li Ming3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(19)

    [1] [1] B. Dalila,P. Wojciech. Unsupervised statistatical segmentation of nonstationary images using triplet Markov fields[J]. IEEE Trans. Pattern Anal. Machine Intelligence,2007,29(8):1367-1378

    [2] [2] Wu Yan,Wang Xia,Liao Guisheng. SAR Images Despeckling Via Bayesian Fuzzy Shrinkage Based on Stationary Wavelet Transform[M]∥Wavelet Analysis and Application. Basel:Birkhauser,2007,407-417

    [3] [3] Wu Yan,Wang Xia,Liao Guisheng. SAR images despeckling based on wavelet and hiden Markov mixture model[J]. Chin. J. Radio Sci.,2007,22(2):244-250

    [4] [4] V. Venkatachalam,H. Choi. Multiscale SAR image segmentation using wavelet-domain hidden Markov tree model[C]. SPIE,1998,3497:141-151

    [5] [5] H. Choi,R. G. Baraniuk. Multiscale image segmentation using wavelet-domain hidden Markov models[J]. IEEE Trans. Image Process.,2001,10(9):1309-1321

    [6] [6] M. N. Do.,M. Vetterli. The Contourlet transform:an efficient directional multiresolution image representation[J]. IEEE Trans. Image Process.,2005,14(12):2091-2106

    [7] [7] Duncan D.Y. Po,M. N. Do. Directional multiscale modeling of images using the Contourlet transform[J]. IEEE Trans. Image Process.,2006,15(6):1610-1620

    [8] [8] A. L. da.,J. Zhou Cunha,M. N. Do.. The nonsubsampled Contourlet tansform:theory,design and application[J]. IEEE Tans. Image Process.,2006,15(10):3089-3101

    [9] [9] Sha Yuheng,Jiao Licheng. Unsupervised image segmentation using Contourlet domain hidden Markov tree model[C]. ICIAR,2005,LNCS3656:32-39

    [10] [10] L. Lin,L. Zhu,F. Yang et al.. A novel pixon-representation for image segmentation based on Markov random field[J]. Image Vision Comput.,2008,26(11):1507-1514

    [11] [11] S. Derrodea,G. Mercierb. Unsupervised multiscale oil slicksegmentation from SAR images using a vector HMC model[J]. Pattern Recognition,2007,40(3):1135-1147

    [12] [12] Kyungsuk Pyun,Johan Lim,Chee Sun Won et al.. Image segmentation using hidden Markov Gauss mixture models[J]. IEEE Trans. Pattern Anal. Machine Intelligence,2007,16(7):1902-1911

    [13] [13] S. Huang M. Ahmadi,M. A. Sid-Ahmed. A hidden Markov model-based character extraction method[J]. Pattern Recognition,2008,41(9):2890-2900

    [16] [16] S. Crouse. Matthew. Wavelet-based statistical signal processing using hidden Markov models[J]. IEEE Trans. Signal Process.,1998,46(4):886-902

    [17] [17] C. A. Bouman,M. Shapiro. Multiscale random field model for Bayesian image segmentation[J]. IEEE Trans. Image Process.,1994,3(2):162-177

    [18] [18] N. R. Pal,J. C. Bezdek. Measuring fuzzy uncertainty[J]. IEEE Trans. Fuzzy Syst.,1994,2(2):107-118

    [19] [19] Fauvel Mathieu,Chanussot Jocelyn. Decision fusion for the classification of urban remote sensing images[J]. IEEE Trans. Geoscience Remote Sens.,2006 ,44(10):2828-2838

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    Wu Yan, Xiao Ping, Wang Changming, Li Ming. Fusion Segmentation Algorithm for SAR Images Based on the Persistence and Clustering in the Contourlet Domain[J]. Acta Optica Sinica, 2010, 30(7): 1977

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    Paper Information

    Category: Image Processing

    Received: Aug. 11, 2009

    Accepted: --

    Published Online: Jul. 13, 2010

    The Author Email: Yan Wu (ywu@mail.xidian.edu.cn)

    DOI:10.3788/aos20103007.1977

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