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Volumn 51, Issue 6, 2013, Pages 3733-3743

Entropy-based statistical analysis of PolSAR data

Author keywords

Contrast measures; information theory; synthetic aperture radar (SAR) polarimetry

Indexed keywords

ANALYTICAL EXPRESSIONS; COHERENT ILLUMINATION; COMPLEX WISHART DISTRIBUTIONS; CONTRAST MEASURES; DISTRIBUTION PARAMETERS; EQUIVALENT NUMBER OF LOOKS; POLARIMETRIC SYNTHETIC APERTURE RADARS; SYNTHETIC APERTURE RADAR POLARIMETRIES;

EID: 84878124938     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2222029     Document Type: Article
Times cited : (43)

References (56)
  • 3
    • 7044251866 scopus 로고    scopus 로고
    • Segmentation of textured polarimetric SAR scenes by likelihood approximation
    • Oct.
    • J. M. Beaulieu and R. Touzi, "Segmentation of textured polarimetric SAR scenes by likelihood approximation," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2063-2072, Oct. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2063-2072
    • Beaulieu, J.M.1    Touzi, R.2
  • 4
    • 14644431755 scopus 로고    scopus 로고
    • Unsupervised classification of polarimetric synthetic aperture radar images using fuzzy clustering and EM clustering
    • DOI 10.1109/TGRS.2004.842108
    • P. R. Kersten, J. S. Lee, and T. L. Ainsworth, "Unsupervised classification of polarimetric synthetic aperture radar images using fuzzy clustering and EM clustering," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 519-527, Mar. 2005. (Pubitemid 40320273)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.3 , pp. 519-527
    • Kersten, P.R.1    Lee, J.-S.2    Ainsworth, T.L.3
  • 6
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Jul.-Oct.
    • C. E. Shannon, "A mathematical theory of communication," Bell Syst. Tech. J., vol. 27, pp. 379-423, Jul.-Oct. 1948.
    • (1948) Bell Syst. Tech. J. , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 7
    • 0043237950 scopus 로고    scopus 로고
    • Formulas for Rényi information and related measures for univariate distributions
    • Oct.
    • S. Nadarajah and K. Zografos, "Formulas for Rényi information and related measures for univariate distributions," Inf. Sci., vol. 155, no. 1/2, pp. 119-138, Oct. 2003.
    • (2003) Inf. Sci. , vol.155 , Issue.1-2 , pp. 119-138
    • Nadarajah, S.1    Zografos, K.2
  • 8
    • 13244291650 scopus 로고    scopus 로고
    • Expressions for rényi and Shannon entropies for bivariate distributions
    • Feb.
    • S. Nadarajah and K. Zografos, "Expressions for Rényi and Shannon entropies for bivariate distributions," Inf. Sci., vol. 170, no. 2-4, pp. 173-189, Feb. 2005.
    • (2005) Inf. Sci. , vol.170 , Issue.2-4 , pp. 173-189
    • Nadarajah, S.1    Zografos, K.2
  • 9
    • 27444437823 scopus 로고    scopus 로고
    • Expressions for Rényi and Shannon entropies for multivariate distributions
    • DOI 10.1016/j.spl.2004.10.023
    • K. Zografos and S. Nadarajah, "Expressions for Rényi and Shannon entropies for multivariate distributions," Stat. Probab. Lett., vol. 71, no. 1, pp. 71-84, Jan. 2005. (Pubitemid 41529578)
    • (2005) Statistics and Probability Letters , vol.71 , Issue.1 , pp. 71-84
    • Zografos, K.1    Nadarajah, S.2
  • 10
    • 0041971373 scopus 로고    scopus 로고
    • Rényi information, log-likelihood and an intrinsic distribution measure
    • Feb.
    • K. S. Song, "Rényi information, log-likelihood and an intrinsic distribution measure," J. Stat. Plan. Inference, vol. 93, no. 1/2, pp. 51-69, Feb. 2001.
    • (2001) J. Stat. Plan. Inference , vol.93 , Issue.1-2 , pp. 51-69
    • Song, K.S.1
  • 11
    • 0024925404 scopus 로고
    • Distance measures for signal processing and pattern recognition
    • DOI 10.1016/0165-1684(89)90079-0
    • M. Basseville, "Distance measures for signal processing and pattern recognition," Signal Process., vol. 18, no. 4, pp. 349-369, Dec. 1989. (Pubitemid 20636472)
    • (1989) Signal Processing , vol.18 , Issue.4 , pp. 349-369
    • Basseville Michele1
  • 12
    • 33846263028 scopus 로고    scopus 로고
    • Application of the fisher-rao metric to ellipse detection
    • DOI 10.1007/s11263-006-9033-z
    • S. J. Maybank, "Application of the Fisher-Rao metric to ellipse detection," Int. J. Comput. Vis., vol. 72, no. 3, pp. 287-307, May 2007. (Pubitemid 46094753)
    • (2007) International Journal of Computer Vision , vol.72 , Issue.3 , pp. 287-307
    • Maybank, S.J.1
  • 13
    • 80051639899 scopus 로고    scopus 로고
    • Rényi information measures for spectral change detection
    • May
    • M. Liuni, A. Robel, M. Romito, and X. Rodet, "Rényi information measures for spectral change detection," in Proc. IEEE ICASSP, May 2011, pp. 3824-3827.
    • (2011) Proc. IEEE ICASSP , pp. 3824-3827
    • Liuni, M.1    Robel, A.2    Romito, M.3    Rodet, X.4
  • 14
    • 33646516485 scopus 로고
    • Possible generalization of Boltzmann-Gibbs statistics
    • Jul.
    • C. Tsallis, "Possible generalization of Boltzmann-Gibbs statistics," J. Stat. Phys., vol. 52, no. 1/2, pp. 479-487, Jul. 1988.
    • (1988) J. Stat. Phys. , vol.52 , Issue.1-2 , pp. 479-487
    • Tsallis, C.1
  • 15
    • 0036489566 scopus 로고    scopus 로고
    • Entropic nonextensivity: A possible measure of complexity
    • DOI 10.1016/S0960-0779(01)00019-4, PII S0960077901000194
    • C. Tsallis, "Entropic nonextensivity: A possible measure of complexity," Chaos Solitons Fractals, vol. 13, no. 3, pp. 371-391, Mar. 2002. (Pubitemid 32867044)
    • (2002) Chaos, Solitons and Fractals , vol.13 , Issue.3 , pp. 371-391
    • Tsallis, C.1
  • 16
    • 44649150187 scopus 로고    scopus 로고
    • Example of a possible interpretation of Tsallis entropy
    • Aug.
    • G. Wilk and Z. Wlodarczyk, "Example of a possible interpretation of Tsallis entropy," Phys. A, Stat. Mech. Appl., vol. 387, no. 19/20, pp. 4809-4813, Aug. 2008.
    • (2008) Phys. A, Stat. Mech. Appl. , vol.387 , Issue.19-20 , pp. 4809-4813
    • Wilk, G.1    Wlodarczyk, Z.2
  • 17
    • 66249107043 scopus 로고    scopus 로고
    • A characterization of Shannon entropy and Bhattacharyya measure of contrast in polarimetric and interferometric SAR image
    • Jun.
    • J. Morio, P. Réfrégier, F. Goudail, P. C. Dubois Fernandez, and X. Dupuis, "A characterization of Shannon entropy and Bhattacharyya measure of contrast in polarimetric and interferometric SAR image," Proc. IEEE, vol. 97, no. 6, pp. 1097-1108, Jun. 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.6 , pp. 1097-1108
    • Morio, J.1    Réfrégier, P.2    Goudail, F.3    Dubois Fernandez, P.C.4    Dupuis, X.5
  • 18
    • 73249123316 scopus 로고    scopus 로고
    • Hypothesis testing in speckled data with stochastic distances
    • Jan.
    • A. D. C. Nascimento, R. J. Cintra, and A. C. Frery, "Hypothesis testing in speckled data with stochastic distances," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 1, pp. 373-385, Jan. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.1 , pp. 373-385
    • Nascimento, A.D.C.1    Cintra, R.J.2    Frery, A.C.3
  • 20
    • 84865575865 scopus 로고    scopus 로고
    • Information theory and image understanding: An application to polarimetric SAR imagery
    • Sep.
    • A. C. Frery, A. D. C. Nascimento, and R. J. Cintra, "Information theory and image understanding: An application to polarimetric SAR imagery," Chilean J. Stat., vol. 2, no. 2, pp. 81-100, Sep. 2011.
    • (2011) Chilean J. Stat. , vol.2 , Issue.2 , pp. 81-100
    • Frery, A.C.1    Nascimento, A.D.C.2    Cintra, R.J.3
  • 21
    • 84948509154 scopus 로고
    • Asymptotic distribution of (h, ?)-entropies
    • Jan.
    • M. Salicrú, M. L. Mendéndez, and L. Pardo, "Asymptotic distribution of (h, ?)-entropies," Commun. Stat.-Theory Methods, vol. 22, no. 7, pp. 2015-2031, Jan. 1993.
    • (1993) Commun. Stat.-Theory Methods , vol.22 , Issue.7 , pp. 2015-2031
    • Salicrú, M.1    Mendéndez, M.L.2    Pardo, L.3
  • 22
    • 77956611515 scopus 로고    scopus 로고
    • Polarimetric SAR image segmentation with B-splines and a new statistical model
    • Dec.
    • A. C. Frery, J. Jacobo-Berlles, J. Gambini, and M. Mejail, "Polarimetric SAR image segmentation with B-splines and a new statistical model," Multidim. Syst. Signal Process., vol. 21, no. 4, pp. 319-342, Dec. 2010.
    • (2010) Multidim. Syst. Signal Process. , vol.21 , Issue.4 , pp. 319-342
    • Frery, A.C.1    Jacobo-Berlles, J.2    Gambini, J.3    Mejail, M.4
  • 23
    • 37249086164 scopus 로고    scopus 로고
    • Accuracy of edge detection methods with local information in speckled imagery
    • Mar.
    • J. Gambini, M. Mejail, J. Jacobo-Berlles, and A. C. Frery, "Accuracy of edge detection methods with local information in speckled imagery," Stat. Comput., vol. 18, no. 1, pp. 15-26, Mar. 2008.
    • (2008) Stat. Comput. , vol.18 , Issue.1 , pp. 15-26
    • Gambini, J.1    Mejail, M.2    Jacobo-Berlles, J.3    Frery, A.C.4
  • 24
    • 34247495232 scopus 로고    scopus 로고
    • A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis
    • DOI 10.1109/TGRS.2007.893568
    • J. Inglada and G. Mercier, "A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1432-1445, May 2007. (Pubitemid 46652342)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.5 , pp. 1432-1445
    • Inglacla, J.1    Mercier, G.2
  • 25
    • 0037243887 scopus 로고    scopus 로고
    • A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data
    • Jan.
    • K. Conradsen, A. A. Nielsen, J. Schou, and H. Skriver, "A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 1, pp. 4-19, Jan. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.1 , pp. 4-19
    • Conradsen, K.1    Nielsen, A.A.2    Schou, J.3    Skriver, H.4
  • 26
  • 27
    • 3042583327 scopus 로고    scopus 로고
    • Contrast definition for optical coherent polarimetric images
    • Jul.
    • F. Goudail and P. Réfrégier, "Contrast definition for optical coherent polarimetric images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 7, pp. 947-951, Jul. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.7 , pp. 947-951
    • Goudail, F.1    Réfrégier, P.2
  • 28
    • 0001013602 scopus 로고
    • Statistical analysis based on a certain complex Gaussian distribution (an introduction)
    • Mar.
    • N. R. Goodman, "Statistical analysis based on a certain complex Gaussian distribution (an introduction)," Ann. Math. Stat., vol. 34, no. 1, pp. 152-177, Mar. 1963.
    • (1963) Ann. Math. Stat. , vol.34 , Issue.1 , pp. 152-177
    • Goodman, N.R.1
  • 29
    • 34447338024 scopus 로고    scopus 로고
    • On tests for global maximum of the log-likelihood function
    • DOI 10.1109/TIT.2007.899537
    • D. Blatt and A. O. Hero, "On tests for global maximum of the loglikelihood function," IEEE Trans. Inf. Theory, vol. 53, no. 7, pp. 2510-2525, Jul. 2007. (Pubitemid 47061908)
    • (2007) IEEE Transactions on Information Theory , vol.53 , Issue.7 , pp. 2510-2525
    • Blatt, D.1    Hero III, A.O.2
  • 32
    • 0002453010 scopus 로고
    • Quantification method of classification processes: Concept of structural ?-entropy
    • J. Havrda and F. Chalvat, "Quantification method of classification processes: Concept of structural ?-entropy," Kybernetika, vol. 3, no. 1, pp. 30-35, 1967.
    • (1967) Kybernetika , vol.3 , Issue.1 , pp. 30-35
    • Havrda, J.1    Chalvat, F.2
  • 35
    • 0000783733 scopus 로고
    • The distribution of quadratic forms in a normal system, with applications to the analysis of covariance
    • Apr.
    • W. G. Cochran, "The distribution of quadratic forms in a normal system, with applications to the analysis of covariance," Math. Proc. Cambridge Philosoph. Soc., vol. 30, no. 2, pp. 178-191, Apr. 1934.
    • (1934) Math. Proc. Cambridge Philosoph. Soc. , vol.30 , Issue.2 , pp. 178-191
    • Cochran, W.G.1
  • 36
    • 70350629168 scopus 로고    scopus 로고
    • Estimation of the equivalent number of looks in polarimetric synthetic aperture radar imagery
    • Nov.
    • S. N. Anfinsen, A. P. Doulgeris, and T. Eltoft, "Estimation of the equivalent number of looks in polarimetric synthetic aperture radar imagery," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 11, pp. 3795-3809, Nov. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.11 , pp. 3795-3809
    • Anfinsen, S.N.1    Doulgeris, A.P.2    Eltoft, T.3
  • 37
    • 79957654930 scopus 로고    scopus 로고
    • Application of the Matrix-Variate Mellin transform to analysis of polarimetric radar images
    • Jun.
    • S. N. Anfinsen and T. Eltoft, "Application of the Matrix-Variate Mellin transform to analysis of polarimetric radar images," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 6, pp. 2281-2295, Jun. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.6 , pp. 2281-2295
    • Anfinsen, S.N.1    Eltoft, T.2
  • 39
    • 84878148342 scopus 로고    scopus 로고
    • Property of Tsallis entropy and principle of entropy increase
    • Dec.
    • D. Jiulin, "Property of Tsallis entropy and principle of entropy increase," Bull. Astronom. Soc. India, vol. 35, no. 3, pp. 691-696, Dec. 2010.
    • (2010) Bull. Astronom. Soc. India , vol.35 , Issue.3 , pp. 691-696
    • Jiulin, D.1
  • 40
    • 0003607151 scopus 로고
    • New York: Academic ser. Probability and Mathematical Statistics
    • K. V. Mardia, J. M. Bibby, and J. T. Kent, Multivariate Analysis. New York: Academic, 1982, ser. Probability and Mathematical Statistics.
    • (1982) Multivariate Analysis
    • Mardia, K.V.1    Bibby, J.M.2    Kent, J.T.3
  • 41
    • 0030780622 scopus 로고    scopus 로고
    • An entropy based classification scheme for land applications of polarimetric SAR
    • PII S0196289297008577
    • S. R. Cloude and E. Pottier, "An entropy based classification scheme for land application of polarimetric SAR," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 1, pp. 68-78, Jan. 1997. (Pubitemid 127771044)
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.1 , pp. 68-78
    • Cloude, S.R.1    Pottier, E.2
  • 42
    • 78651095513 scopus 로고    scopus 로고
    • Unsupervised classification of PolinSAR image based on Shannon entropy characterization
    • Oct.
    • W. Yan, W. Yang, Y. Liu, and H. Sun, "Unsupervised classification of PolinSAR image based on Shannon entropy characterization," in Proc. IEEE ICSP, Oct. 2010, pp. 2192-2195.
    • (2010) Proc. IEEE ICSP , pp. 2192-2195
    • Yan, W.1    Yang, W.2    Liu, Y.3    Sun, H.4
  • 43
    • 34249790289 scopus 로고    scopus 로고
    • Complex-valued matrix differentiation: Techniques and key results
    • DOI 10.1109/TSP.2007.893762
    • A. Hjorungnes and D. Gesbert, "Complex-valued matrix differentiation: Techniques and key results," IEEE Trans. Signal Process., vol. 55, no. 6, pp. 2740-2746, Jun. 2007. (Pubitemid 46851638)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.6 , pp. 2740-2746
    • Hjorungnes, A.1    Gesbert, D.2
  • 45
    • 79957636618 scopus 로고    scopus 로고
    • Goodness-of-fit tests for multilook polarimetric radar data based on the Mellin transform
    • Jul.
    • S. N. Anfinsen, A. P. Doulgeris, and T. Eltoft, "Goodness-of-fit tests for multilook polarimetric radar data based on the Mellin transform," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 7, pp. 2764-2781, Jul. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.7 , pp. 2764-2781
    • Anfinsen, S.N.1    Doulgeris, A.P.2    Eltoft, T.3
  • 46
    • 0029712850 scopus 로고    scopus 로고
    • The DLR airborne SAR project E-SAR
    • R. Horn, "The DLR airborne SAR project E-SAR," in Proc. IEEE Geosci. Remote Sens. Symp., 1996, vol. 3, pp. 1624-1628.
    • (1996) Proc. IEEE Geosci. Remote Sens. Symp. , vol.3 , pp. 1624-1628
    • Horn, R.1
  • 47
    • 33846036765 scopus 로고    scopus 로고
    • The AIC criterion and symmetrizing the Kullback-Leibler divergence
    • Jan.
    • A. K. Seghouane and S. I. Amari, "The AIC criterion and symmetrizing the Kullback-Leibler divergence," IEEE Trans. Neural Netw., vol. 18, no. 1, pp. 97-106, Jan. 2007.
    • (2007) IEEE Trans. Neural Netw. , vol.18 , Issue.1 , pp. 97-106
    • Seghouane, A.K.1    Amari, S.I.2
  • 48
    • 0001240616 scopus 로고
    • The distribution of determinant of a complex Wishart distributed matrix
    • Mar.
    • N. R. Goodman, "The distribution of determinant of a complex Wishart distributed matrix," Ann. Math. Stat., vol. 34, no. 1, pp. 178-180, Mar. 1963.
    • (1963) Ann. Math. Stat. , vol.34 , Issue.1 , pp. 178-180
    • Goodman, N.R.1
  • 49
    • 12444252163 scopus 로고    scopus 로고
    • The polarimetric G distribution for SAR data analysis
    • DOI 10.1002/env.658
    • C. C. Freitas, A. C. Frery, and A. H. Correia, "The polarimetric G distribution for SAR data analysis," Environmetrics, vol. 16, no. 1, pp. 13-31, Feb. 2005. (Pubitemid 40141388)
    • (2005) Environmetrics , vol.16 , Issue.1 , pp. 13-31
    • Freitas, C.C.1    Frery, A.C.2    Correia, A.H.3
  • 50
    • 47849090097 scopus 로고    scopus 로고
    • Classifying multifrequency fully polarimetric imagery with multiple sources of statistical evidence and contextual information
    • Oct.
    • A. C. Frery, A. H. Correia, and C. C. Freitas, "Classifying multifrequency fully polarimetric imagery with multiple sources of statistical evidence and contextual information," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 10, pp. 3098-3109, Oct. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.10 , pp. 3098-3109
    • Frery, A.C.1    Correia, A.H.2    Freitas, C.C.3
  • 51
    • 0028562850 scopus 로고
    • Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution
    • Jul.
    • J. S. Lee, M. R. Grunes, and R. Kwok, "Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution," Int. J. Remote Sens., vol. 15, no. 11, pp. 2299-2311, Jul. 1994.
    • (1994) Int. J. Remote Sens. , vol.15 , Issue.11 , pp. 2299-2311
    • Lee, J.S.1    Grunes, M.R.2    Kwok, R.3
  • 52
    • 37249007966 scopus 로고    scopus 로고
    • M-estimators with asymmetric influence functions: The GA0 distribution case
    • Nov.
    • H. Allende, A. C. Frery, J. Galbiati, and L. Pizarro, "M-estimators with asymmetric influence functions: The GA0 distribution case," J. Stat. Comput. Simul., vol. 76, no. 11, pp. 941-956, Nov. 2006.
    • (2006) J. Stat. Comput. Simul. , vol.76 , Issue.11 , pp. 941-956
    • Allende, H.1    Frery, A.C.2    Galbiati, J.3    Pizarro, L.4
  • 53
    • 84865662882 scopus 로고    scopus 로고
    • Nonparametric edge detection in speckled imagery
    • Jul.
    • E. Giron, A. C. Frery, and F. Cribari-Neto, "Nonparametric edge detection in speckled imagery," Math. Comput. Simul., vol. 82, no. 11, pp. 2182-2198, Jul. 2012.
    • (2012) Math. Comput. Simul. , vol.82 , Issue.11 , pp. 2182-2198
    • Giron, E.1    Frery, A.C.2    Cribari-Neto, F.3
  • 54
    • 46849088798 scopus 로고    scopus 로고
    • Improved likelihood inference for the roughness parameter of the GA0 distribution
    • DOI 10.1002/env.881
    • M. Silva, F. Cribari-Neto, and A. C. Frery, "Improved likelihood inference for the roughness parameter of the GA0 distribution," Environmetrics, vol. 19, no. 4, pp. 347-368, Jun. 2008. (Pubitemid 351954857)
    • (2008) Environmetrics , vol.19 , Issue.4 , pp. 347-368
    • Da Silva, M.F.1    Cribari-Neto, F.2    Frery, A.C.3
  • 55
    • 33746053454 scopus 로고    scopus 로고
    • Improving estimation in speckled imagery
    • DOI 10.1007/BF02741311
    • K. L. P. Vasconcellos, A. C. Frery, and L. B. Silva, "Improving estimation in speckled imagery," Comput. Stat., vol. 20, no. 3, pp. 503-519, Sep. 2005. (Pubitemid 44070750)
    • (2005) Computational Statistics , vol.20 , Issue.3 , pp. 503-519
    • Vasconcellos, K.L.P.1    Frery, A.C.2    Silva, L.B.3
  • 56
    • 14544292157 scopus 로고    scopus 로고
    • Analysis of minute features in speckled imagery with maximum likelihood estimation
    • DOI 10.1155/S111086570440907X, Nonlinear Signal and Image Processing-Part II
    • A. C. Frery, F. Cribari-Neto, and M. O. Souza, "Analysis of minute features in speckled imagery with maximum likelihood estimation," EURASIP J. Appl. Signal Process., vol. 2004, no. 16, pp. 2476-2491, Jan. 2004. (Pubitemid 40297527)
    • (2004) Eurasip Journal on Applied Signal Processing , vol.2004 , Issue.16 , pp. 2476-2491
    • Frery, A.C.1    Cribari-Neto, F.2    De Souza, M.O.3


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