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Volumn , Issue , 2011, Pages 169-172

SAR image classification with non-stationary multinomial logistic mixture of amplitude and texture densities

Author keywords

classification; Classification EM; High resolution SAR; multinomial logistic; Products of Experts; TerraSAR X; texture

Indexed keywords

CLASSIFICATION RESULTS; EXPECTATION MAXIMIZATION; HIGH-RESOLUTION SAR; LATENT CLASS; MARKOV RANDOM FIELD; MIXTURE DENSITY; MULTINOMIALS; NON-GAUSSIAN; NONSTATIONARY; PRODUCTS OF EXPERTS; REGRESSION ERRORS; SEMI-SUPERVISED; SYNTHETIC APERTURE RADAR IMAGES; TERRASAR-X; TEXTURE MODELS; URBAN AREAS;

EID: 84856256909     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6115784     Document Type: Conference Paper
Times cited : (13)

References (16)
  • 2
    • 65649102654 scopus 로고    scopus 로고
    • Dictionary-based probability density function estimation for high resolution SAR data
    • V.A. Krylov, G. Moser, S.B. Serpico, and J. Zerubia, "Dictionary- based probability density function estimation for high resolution SAR data," in IS&T/SPIE Electronic Imaging, 2009, vol. 7246, p. 72460S.
    • (2009) IS&T/SPIE Electronic Imaging , vol.7246
    • Krylov, V.A.1    Moser, G.2    Serpico, S.B.3    Zerubia, J.4
  • 3
    • 0000573898 scopus 로고
    • The interpretation and simulation of clutter textures in coherent images
    • C.J. Oliver, "The interpretation and simulation of clutter textures in coherent images," Inverse Problems, vol. 2, no. 4, pp. 481-518, 1986.
    • (1986) Inverse Problems , vol.2 , Issue.4 , pp. 481-518
    • Oliver, C.J.1
  • 4
    • 78649752714 scopus 로고    scopus 로고
    • Classification of very high resolution SAR images of urban areas by disctionary-based mixture models, copulas and Markov random fields using textural features
    • A. Voisin, G. Moser, V.A. Krylov, S.B. Serpico, and J. Zerubia, "Classification of very high resolution SAR images of urban areas by disctionary-based mixture models, copulas and Markov random fields using textural features," in SPIE Symposium Remote Sensing, 2010, vol. 7830, p. 78300O.
    • SPIE Symposium Remote Sensing, 2010 , vol.7830
    • Voisin, A.1    Moser, G.2    Krylov, V.A.3    Serpico, S.B.4    Zerubia, J.5
  • 6
    • 2642570063 scopus 로고    scopus 로고
    • Automatic variogram parameter extraction for textural classification of the panchromatic IKINOS imagery
    • Q. Chen and P. Gong, "Automatic variogram parameter extraction for textural classification of the panchromatic IKINOS imagery," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 5, pp. 1106-1115, 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.5 , pp. 1106-1115
    • Chen, Q.1    Gong, P.2
  • 7
    • 77955807413 scopus 로고    scopus 로고
    • Adaptive Langevin sampler for separation of t-distribution modelled astrophysical maps
    • K. Kayabol, E.E. Kuruoglu, J.L. Sanz, B. Sankur, E. Salerno, and D. Herranz, "Adaptive Langevin sampler for separation of t-distribution modelled astrophysical maps," IEEE Trans. Image Processing, vol. 19, no. 9, pp. 2357-2368, 2010.
    • (2010) IEEE Trans. Image Processing , vol.19 , Issue.9 , pp. 2357-2368
    • Kayabol, K.1    Kuruoglu, E.E.2    Sanz, J.L.3    Sankur, B.4    Salerno, E.5    Herranz, D.6
  • 11
    • 0021518209 scopus 로고
    • STOCHASTIC RELAXATION, GIBBS DISTRIBUTIONS, AND THE BAYESIAN RESTORATION OF IMAGES
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images,"IEEE Trans. on Pattern Anal. Machine Intell., vol. 6, no. 6, pp. 721-741, 1984. (Pubitemid 15453722)
    • (1984) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 12
    • 0032122746 scopus 로고    scopus 로고
    • Bayesian pixel classification using spatially variant finite mixtures and the generalized EM algorithm
    • PII S1057714998043681
    • S. Sanjay-Gopal and T.J. Hebert, "Bayesian pixel classification using spatially variant finite mixtures and the generalized EM algorithm," IEEE Trans. Image Processing, vol. 7, no. 7, pp. 1014-1028, 1998. (Pubitemid 128745415)
    • (1998) IEEE Transactions on Image Processing , vol.7 , Issue.7 , pp. 1014-1028
    • Sanjay-Gopal, S.1    Hebert, T.J.2
  • 13
    • 0001626339 scopus 로고
    • A classification EM algorithm for clustering and two stochastic versions
    • G. Celeux and G. Govaert, "A classification EM algorithm for clustering and two stochastic versions," Comput. Statist. Data Anal., vol. 14, pp. 315-332, 1992.
    • (1992) Comput. Statist. Data Anal. , vol.14 , pp. 315-332
    • Celeux, G.1    Govaert, G.2
  • 15
    • 0034420823 scopus 로고    scopus 로고
    • Nesting EM algorithms for computational efficiency
    • D. A. van Dyk, "Nesting EM algorithms for computational efficiency," Statistica Sinica, vol. 10, pp. 203-225, 2000.
    • (2000) Statistica Sinica , vol.10 , pp. 203-225
    • Van Dyk, D.A.1
  • 16
    • 0002864973 scopus 로고
    • ML estimation of the t distribution using EM and its extensions, ECM and ECME
    • C. Liu and D.B. Rubin, "ML estimation of the t distribution using EM and its extensions, ECM and ECME,"Statistica Sinica, vol. 5, pp. 19-39, 1995.
    • (1995) Statistica Sinica , vol.5 , pp. 19-39
    • Liu, C.1    Rubin, D.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.