메뉴 건너뛰기




Volumn 4, Issue 4, 2007, Pages 596-600

A rapid and automatic MRF-based clustering method for SAR images

Author keywords

Graph cuts (GCs); Image clustering; Markov random field (MRF) model; Synthetic aperture radar (SAR)

Indexed keywords

GRAPH CUTS (GCS); IMAGE CLUSTERING; MARKOV RANDOM FIELD (MRF) MODEL; SYNTHETIC APERTURE RADAR (SAR);

EID: 35348839091     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2007.903065     Document Type: Article
Times cited : (24)

References (16)
  • 2
    • 0021518209 scopus 로고
    • Stochastic relaxation Gibbs distributions, and die Bayesian restoration of images
    • Jun
    • S. Geman and D. Geman, "Stochastic relaxation Gibbs distributions, and die Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 6, pp. 721-741, Jun. 1984.
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 3
    • 0026152376 scopus 로고
    • Unsupervised texture segmentation using Markov random fields
    • May
    • B. S. Manjunath and R. Chellappa, "Unsupervised texture segmentation using Markov random fields," IEEE Trans. Pattern Anal. Mach. Intell., vol. 13, no. 5, pp. 478-482, May 1991.
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell , vol.13 , Issue.5 , pp. 478-482
    • Manjunath, B.S.1    Chellappa, R.2
  • 4
    • 0036564143 scopus 로고    scopus 로고
    • A MRF model-based segmentation approach to classification for multispectral imagery
    • May
    • A. Sarkar, M. K. Biswas, B. Kartikeyan et al., "A MRF model-based segmentation approach to classification for multispectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 5, pp. 1102-1113, May 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , Issue.5 , pp. 1102-1113
    • Sarkar, A.1    Biswas, M.K.2    Kartikeyan, B.3
  • 5
    • 24944572607 scopus 로고    scopus 로고
    • Supervised segmentation of remote sensing images based on a tree-structured MRF model
    • Aug
    • G. Poggi, G. Scarpa, and J. B. Zerubia, "Supervised segmentation of remote sensing images based on a tree-structured MRF model," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 8, pp. 1901-1911, Aug. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens , vol.43 , Issue.8 , pp. 1901-1911
    • Poggi, G.1    Scarpa, G.2    Zerubia, J.B.3
  • 6
    • 14644412825 scopus 로고    scopus 로고
    • Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field model
    • Mar
    • H. Deng and D. A. Clausi, "Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field model," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 528-538, Mar. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens , vol.43 , Issue.3 , pp. 528-538
    • Deng, H.1    Clausi, D.A.2
  • 7
    • 12844260165 scopus 로고    scopus 로고
    • An unsupervised segmentation mediod based on MPM for SAR images
    • Jan
    • Y. Cao, H. Sun, and X. Xu, "An unsupervised segmentation mediod based on MPM for SAR images," IEEE Geosci. Remote Sens. Lett., vol. 2, no. 1, pp. 55-58, Jan. 2005.
    • (2005) IEEE Geosci. Remote Sens. Lett , vol.2 , Issue.1 , pp. 55-58
    • Cao, Y.1    Sun, H.2    Xu, X.3
  • 8
    • 33750598062 scopus 로고    scopus 로고
    • Supervised SAR image MPM segmentation based on region-based hierarchical model
    • Oct
    • Y. Yang, H. Sun, and C. He, "Supervised SAR image MPM segmentation based on region-based hierarchical model," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 4, pp. 517-521, Oct. 2006.
    • (2006) IEEE Geosci. Remote Sens. Lett , vol.3 , Issue.4 , pp. 517-521
    • Yang, Y.1    Sun, H.2    He, C.3
  • 9
    • 0035509961 scopus 로고    scopus 로고
    • Fast approximate energy minimization via graph, cuts
    • Dec
    • Y. Boykov, O. Veksler, and R. Zabih, "Fast approximate energy minimization via graph, cuts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 11, pp. 1222-1239, Dec. 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell , vol.23 , Issue.11 , pp. 1222-1239
    • Boykov, Y.1    Veksler, O.2    Zabih, R.3
  • 10
    • 4344598245 scopus 로고    scopus 로고
    • Experimental comparison of min-cut/max-flow algorithms for energy minimization in computer vision
    • Sep
    • Y. Boykov and V Kolmogorov, "Experimental comparison of min-cut/max-flow algorithms for energy minimization in computer vision," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 9, pp. 1124-1137, Sep. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.9 , pp. 1124-1137
    • Boykov, Y.1    Kolmogorov, V.2
  • 11
    • 0742286180 scopus 로고    scopus 로고
    • What energy functions can be minimized via graph cuts'?
    • Feb
    • V. Kolmogorov and R. Zabih, "What energy functions can be minimized via graph cuts'?" IEEE Trans. Pattern Anal. Mach. Intell. vol. 26, no. 2, pp. 147-159, Feb. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.2 , pp. 147-159
    • Kolmogorov, V.1    Zabih, R.2
  • 12
    • 0036857218 scopus 로고    scopus 로고
    • Approximate Bayes factors for image segmentation: The pseudolikelihood information criterion (PLIC)
    • Dec
    • C. S. Derek and E. R. Adrian, "Approximate Bayes factors for image segmentation: The pseudolikelihood information criterion (PLIC)," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 11, pp. 1517-1520, Dec. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell , vol.24 , Issue.11 , pp. 1517-1520
    • Derek, C.S.1    Adrian, E.R.2
  • 13
    • 84950934893 scopus 로고
    • Bayes factors and model uncertainty
    • R. E. Kass and A. E. Raftery, "Bayes factors and model uncertainty," J. Amer. Stat. Assoc., vol. 90, pp. 773-795, 1995.
    • (1995) J. Amer. Stat. Assoc , vol.90 , pp. 773-795
    • Kass, R.E.1    Raftery, A.E.2
  • 15
    • 0023123263 scopus 로고
    • Modeling and segmentation of noisy and textured images using Gibbs random fields
    • Jan
    • H. Derin and H. Elliot, "Modeling and segmentation of noisy and textured images using Gibbs random fields," IEEE Trans. Pattern Anal Mach. Intell., vol. PAMI-9, no. 1, pp. 39-55, Jan. 1987.
    • (1987) IEEE Trans. Pattern Anal Mach. Intell , vol.PAMI-9 , Issue.1 , pp. 39-55
    • Derin, H.1    Elliot, H.2
  • 16
    • 24344434731 scopus 로고    scopus 로고
    • Generalizing Swendsen-Wang to sampling arbitrary posterior probabilities
    • Aug
    • A. Barbu and S. C. Zhu, "Generalizing Swendsen-Wang to sampling arbitrary posterior probabilities," IEEE Trans. Pattern Anal Mach. Intell., vol. 27, no. 8, pp. 1239-1253, Aug. 2005.
    • (2005) IEEE Trans. Pattern Anal Mach. Intell , vol.27 , Issue.8 , pp. 1239-1253
    • Barbu, A.1    Zhu, S.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.