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Volumn 42, Issue 10, 2004, Pages 2046-2057

A new statistical model for Markovian classification of Urban areas in high-Resolution SAR images

Author keywords

Classification; Fisher distribution; High resolution; Markovian segmentation; Mellin transform; Statistical model and estimation; Synthetic aperture radar (SAR); Urban areas

Indexed keywords

ESTIMATION; IMAGE PROCESSING; MARKOV PROCESSES; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS; MATRIX ALGEBRA; VEGETABLE OILS;

EID: 7044247421     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2004.834630     Document Type: Conference Paper
Times cited : (389)

References (32)
  • 2
    • 0030684501 scopus 로고    scopus 로고
    • Optimal Bayesian texture estimators for speckle filtering of detected and polarimetric data
    • A. Lopes, I. Bruniquel, F. Séry, and E. Nezry, "Optimal Bayesian texture estimators for speckle filtering of detected and polarimetric data," in Proc. IGARSS, vol. 2,1997, pp. 1044-1046.
    • (1997) Proc. IGARSS , vol.2 , pp. 1044-1046
    • Lopes, A.1    Bruniquel, I.2    Séry, F.3    Nezry, E.4
  • 3
    • 0024104767 scopus 로고
    • A statistical and geometrical edge detector for SAR images
    • Nov.
    • R. Touzi, A. Lopes, and P. Bousquet, "A statistical and geometrical edge detector for SAR images," IEEE Thins. Geosci. Remote Sensing, vol. 26, pp. 764-773, Nov. 1988.
    • (1988) IEEE Thins. Geosci. Remote Sensing , vol.26 , pp. 764-773
    • Touzi, R.1    Lopes, A.2    Bousquet, P.3
  • 5
    • 0038387419 scopus 로고    scopus 로고
    • Unsupervised classification of radar images using hidden Markov chains and hidden random fields
    • Mar.
    • [51 R. Fjørtøft, Y. Delignon, W. Pieczynski, M. Sigelle, and F. Tupin, "Unsupervised classification of radar images using hidden Markov chains and hidden random fields," IEEE Trans. Geosci. Remote Sensing, vol. 41, pp. 675-686, Mar. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sensing , vol.41 , pp. 675-686
    • Fjørtøft, R.1    Delignon, Y.2    Pieczynski, W.3    Sigelle, M.4    Tupin, F.5
  • 6
    • 0002068881 scopus 로고
    • Statistical properties of laser speckle patterns
    • J. Dainty, Ed. Heidleberg, Germany: Springer-Verlag
    • J. Goodman, "Statistical properties of laser speckle patterns, " in Laser Speckle and Related Phenomena, J. Dainty, Ed. Heidleberg, Germany: Springer-Verlag, 1975, vol. 9, p. 975.
    • (1975) Laser Speckle and Related Phenomena , vol.9 , pp. 975
    • Goodman, J.1
  • 7
    • 0017022589 scopus 로고
    • A model for non rayleigh sea echo
    • Nov.
    • E. Jakeman and N. Pusey, "A model for non rayleigh sea echo," IEEE Trans. Antennas Propagat., vol. AP-24, pp. 806-814, Nov. 1976.
    • (1976) IEEE Trans. Antennas Propagat. , vol.AP-24 , pp. 806-814
    • Jakeman, E.1    Pusey, N.2
  • 8
    • 84950659032 scopus 로고
    • A model for nonrayleigh scattering statistics
    • C. Oliver, "A model for nonrayleigh scattering statistics," Opt. Acta, vol. 31, no. 6, pp. 701-722, 1984.
    • (1984) Opt. Acta , vol.31 , Issue.6 , pp. 701-722
    • Oliver, C.1
  • 9
    • 7044263697 scopus 로고
    • Statistical distribution and texture in multilook and complex SAR images
    • A. Lopès, H. Laur, and E. Nezry, "Statistical distribution and texture in multilook and complex SAR images," in Proc. IGARSS, 1990, pp. 20-24.
    • (1990) Proc. IGARSS , pp. 20-24
    • Lopès, A.1    Laur, H.2    Nezry, E.3
  • 10
    • 84946639952 scopus 로고
    • Estimation of the shape and scale parameters of the Weibull distribution
    • M. Menon, "Estimation of the shape and scale parameters of the Weibull distribution," Technometrics, vol. 5, pp. 175-182, 1963.
    • (1963) Technometrics , vol.5 , pp. 175-182
    • Menon, M.1
  • 11
    • 0027701350 scopus 로고
    • Optimum texture estimators for SAR clutter
    • C. Oliver, "Optimum texture estimators for SAR clutter," J. Phys. D.: Appl. Phys., vol. 26, pp. 1824-1835, 1993.
    • (1993) J. Phys. D.: Appl. Phys. , vol.26 , pp. 1824-1835
    • Oliver, C.1
  • 12
    • 0017532044 scopus 로고
    • Estimators of log-normal distribution parameters
    • Sept.
    • W. Szajnowski, "Estimators of log-normal distribution parameters," IEEE Trans. Aerosp Electron. Syst., vol. AES-13, pp. 533-536, Sept. 1977.
    • (1977) IEEE Trans. Aerosp Electron. Syst. , vol.AES-13 , pp. 533-536
    • Szajnowski, W.1
  • 14
    • 0022597795 scopus 로고
    • The impact of strong scintillation on space based radar design II: Noncoherent detection
    • Jan.
    • R. Dana and D. Knepp, "The impact of strong scintillation on space based radar design II: Noncoherent detection," IEEE Trans. Aerosp. Electron. Syst., vol. AES-22, pp. 34-46, Jan. 1986.
    • (1986) IEEE Trans. Aerosp. Electron. Syst. , vol.AES-22 , pp. 34-46
    • Dana, R.1    Knepp, D.2
  • 15
    • 0032081257 scopus 로고    scopus 로고
    • Maximum-likelihhod estimation of Rician distribution parameters
    • June
    • J. Sijbers, A. D. Dekker, P. Scheunders, and D. V. Dyck, "Maximum-likelihhod estimation of Rician distribution parameters," IEEE Trans. Med. Imag., vol. 17, pp. 357-361, June 1998.
    • (1998) IEEE Trans. Med. Imag. , vol.17 , pp. 357-361
    • Sijbers, J.1    Dekker, A.D.2    Scheunders, P.3    Dyck, D.V.4
  • 16
    • 0242462643 scopus 로고    scopus 로고
    • Introduction aux statistiques de deuxième espèce: Applications des log-moments et des log-cumulants à l'analyze des lois d'images radar
    • J.-M. Nicolas, "Introduction aux statistiques de deuxième espèce: Applications des log-moments et des log-cumulants à l'analyze des lois d'images radar," Trait. Signal, vol. 19, pp. 139-167, 2002.
    • (2002) Trait. Signal , vol.19 , pp. 139-167
    • Nicolas, J.-M.1
  • 17
    • 0036400470 scopus 로고    scopus 로고
    • Gamma mixture modeled with 'second kind statistics: Application to SAR image processing
    • J.-M. Nicolas and F. Tupin, "Gamma mixture modeled with 'second kind statistics": Application to SAR image processing," in Proc. IGARSS, 2002, pp. 2489-2491.
    • (2002) Proc. IGARSS , pp. 2489-2491
    • Nicolas, J.-M.1    Tupin, F.2
  • 18
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distribution, and the Bayesian restauration of images
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distribution, and the Bayesian restauration of images," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 721-741, 1984.
    • (1984) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 19
    • 7044228587 scopus 로고    scopus 로고
    • Introduction Aux Statistiques de Deuxième Espèce: Application Aux Lois d'Images RSO
    • Feb. École Nat. Supérieure des Télécommunications, Paris, France. [Online]
    • J.-M. Nicolas. (2002, Feb.) Introduction Aux Statistiques de Deuxième Espèce: Application Aux Lois d'Images RSO. École Nat. Supérieure des Télécommunications, Paris, France. [Online] Tech. Rep. ENST2002D001.
    • (2002) Tech. Rep. , vol.ENST2002D001
    • Nicolas, J.-M.1
  • 21
    • 0021513070 scopus 로고
    • Amplitude distribution of composite terrain radar clutter and the K-distribution
    • Oct.
    • J. Jao, "Amplitude distribution of composite terrain radar clutter and the K-distribution," IEEE Trans. Antennas Propagat., vol. AP-32, pp. 1049-1052, Oct. 1984.
    • (1984) IEEE Trans. Antennas Propagat. , vol.AP-32 , pp. 1049-1052
    • Jao, J.1
  • 23
    • 0027813947 scopus 로고
    • Unsupervised Bayesian segmentation of SAR images using the pearson system distributions
    • H. Quelle, Y. Delignon, and A. Marzouki, "Unsupervised Bayesian segmentation of SAR images using the pearson system distributions," in Proc. IGARSS, vol. 3, 1993, pp. 1538-1540.
    • (1993) Proc. IGARSS , vol.3 , pp. 1538-1540
    • Quelle, H.1    Delignon, Y.2    Marzouki, A.3
  • 24
    • 0031248959 scopus 로고    scopus 로고
    • Estimation of generalized mixture and unsupervised statistical radar image segmentation
    • Oct.
    • Y. Delignon, A. Marzouki, and W. Pieczynski, "Estimation of generalized mixture and unsupervised statistical radar image segmentation, " IEEE Trans. Image Processing, vol. 6, pp. 1364-1375, Oct. 1997.
    • (1997) IEEE Trans. Image Processing , vol.6 , pp. 1364-1375
    • Delignon, Y.1    Marzouki, A.2    Pieczynski, W.3
  • 27
    • 0037191017 scopus 로고    scopus 로고
    • Improved estimation of clutter properties in speckled imagery
    • F. Cribari-Neto, A. Frery, and M. Silva, "Improved estimation of clutter properties in speckled imagery," Comput. Stat. Data Anal., vol. 40, pp. 801-824, 2002.
    • (2002) Comput. Stat. Data Anal. , vol.40 , pp. 801-824
    • Cribari-Neto, F.1    Frery, A.2    Silva, M.3
  • 28
    • 0242458382 scopus 로고    scopus 로고
    • A new model for the amplitude statistics of SAR imagery
    • July
    • T. Eltoft, "A new model for the amplitude statistics of SAR imagery," in Proc. IGARSS, vol. III, July 2003, pp. 1993-1995.
    • (2003) Proc. IGARSS , vol.3 , pp. 1993-1995
    • Eltoft, T.1
  • 29
    • 0004773986 scopus 로고
    • Some applications of the Mellin transform in statistics
    • B. Epstein, "Some applications of the Mellin transform in statistics," Ann. Math. Stat., no. 19, pp. 370-379, 1948.
    • (1948) Ann. Math. Stat. , Issue.19 , pp. 370-379
    • Epstein, B.1
  • 31
    • 0042492825 scopus 로고
    • The Potts model
    • F. Wu, "The Potts model," Rev. Modern Phys., vol. 54, pp. 235-268, 1982.
    • (1982) Rev. Modern Phys. , vol.54 , pp. 235-268
    • Wu, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.