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Volumn 54, Issue 5, 2016, Pages 3007-3024

Determining the Points of Change in Time Series of Polarimetric SAR Data

Author keywords

Complex covariance matrix test statistic; complex Wishart distribution; dual polarization; EMISAR; full polarization; multitemporal synthetic aperture radar (SAR) data; omnibus test statistic; quad polarization; remote sensing change detection

Indexed keywords

COVARIANCE MATRIX; FACTORIZATION; POLARIMETERS; SATELLITE COMMUNICATION SYSTEMS; STATISTICS; TIME SERIES;

EID: 84957671157     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2015.2510160     Document Type: Article
Times cited : (77)

References (39)
  • 1
    • 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 Trans. Geosci. Remote Sens., vol. 26, no. 6, pp. 764-773, Nov. 1988.
    • (1988) IEEE Trans. Geosci. Remote Sens. , vol.26 , Issue.6 , pp. 764-773
    • Touzi, R.1    Lopes, A.2    Bousquet, P.3
  • 2
    • 0027629839 scopus 로고
    • Change detection techniques for ERS-1 SAR data
    • Jul.
    • E. J. Rignot and J. J. Van Zyl, "Change detection techniques for ERS-1 SAR data, " IEEE Trans. Geosci. Remote Sens., vol. 31, no. 4, pp. 896-906, Jul. 1993.
    • (1993) IEEE Trans. Geosci. Remote Sens. , vol.31 , Issue.4 , pp. 896-906
    • Rignot, E.J.1    Van Zyl, J.J.2
  • 3
    • 16444377217 scopus 로고    scopus 로고
    • An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images
    • Apr.
    • Y. Bazi, L. Bruzzone, and F. Melgani, "An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images, " IEEE Trans. Geosci. Remote Sens., vol. 43, no. 4, pp. 874-887, Apr. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.4 , pp. 874-887
    • Bazi, Y.1    Bruzzone, L.2    Melgani, F.3
  • 4
    • 34247344495 scopus 로고    scopus 로고
    • Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery
    • Oct.
    • G. Moser and S. B. Serpico, "Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery, " IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2972-2982, Oct. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.10 , pp. 2972-2982
    • Moser, G.1    Serpico, S.B.2
  • 5
    • 84864757265 scopus 로고    scopus 로고
    • Multitemporal spaceborne SAR data for urban change detection in China
    • Aug.
    • Y. Ban and O. A. Yousif, "Multitemporal spaceborne SAR data for urban change detection in China, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, no. 4, pp. 1087-1094, Aug. 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.5 , Issue.4 , pp. 1087-1094
    • Ban, Y.1    Yousif, O.A.2
  • 6
    • 85027945983 scopus 로고    scopus 로고
    • Unsupervised change detection in multitemporal SAR images over large urban areas
    • Aug.
    • H. Hu and Y. Ban, "Unsupervised change detection in multitemporal SAR images over large urban areas, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 7, no. 8, pp. 3248-3261, Aug. 2014.
    • (2014) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.7 , Issue.8 , pp. 3248-3261
    • Hu, H.1    Ban, Y.2
  • 7
    • 31344442565 scopus 로고    scopus 로고
    • Unsupervised change detection on SAR images using fuzzy hidden Markov chains
    • Feb.
    • C. Carincotte, S. Derrode, and S. Bourennane, "Unsupervised change detection on SAR images using fuzzy hidden Markov chains, " IEEE Trans. Geosci. Remote Sens., vol. 44, no. 2, pp. 432-441, Feb. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.2 , pp. 432-441
    • Carincotte, C.1    Derrode, S.2    Bourennane, S.3
  • 8
    • 29044447323 scopus 로고    scopus 로고
    • A detail-preserving scale-driven approach to change detection in multitemporal SAR images
    • Dec.
    • F. Bovolo and L. Bruzzone, "A detail-preserving scale-driven approach to change detection in multitemporal SAR images, " IEEE Trans. Geosci. Remote Sens., vol. 43, no. 12, pp. 2963-2972, Dec. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.12 , pp. 2963-2972
    • Bovolo, F.1    Bruzzone, L.2
  • 9
    • 75249095256 scopus 로고    scopus 로고
    • A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images
    • May
    • T. Celik, "A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images, " Signal Process., vol. 90, no. 5, pp. 1471-1485, May 2010.
    • (2010) Signal Process. , vol.90 , Issue.5 , pp. 1471-1485
    • Celik, T.1
  • 10
    • 84859060840 scopus 로고    scopus 로고
    • Change detection in synthetic aperture radar images based on image fusion and fuzzy clustering
    • Apr.
    • M. Gong, Z. Zhou, and J. Ma, "Change detection in synthetic aperture radar images based on image fusion and fuzzy clustering, " IEEE Trans. Image Process., vol. 21, no. 4, pp. 2141-2151, Apr. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.4 , pp. 2141-2151
    • Gong, M.1    Zhou, Z.2    Ma, J.3
  • 11
    • 84875743687 scopus 로고    scopus 로고
    • A hierarchical approach to change detection in very high resolution SAR images for surveillance applications
    • Apr.
    • F. Bovolo, C. Martin, and L. Bruzzone, "A hierarchical approach to change detection in very high resolution SAR images for surveillance applications, " IEEE Trans. Geosci. Remote Sens., vol. 51, no. 4, pp. 2042-2054, Apr. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.4 , pp. 2042-2054
    • Bovolo, F.1    Martin, C.2    Bruzzone, L.3
  • 12
    • 44049089534 scopus 로고    scopus 로고
    • Change detection of multi-temporal SAR data in urban areas combining feature-based and pixel-based techniques
    • Oct.
    • P. Gamba, F. Dell'Acqua, and G. Lisini, "Change detection of multi-temporal SAR data in urban areas combining feature-based and pixel-based techniques, " IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2820-2827, Oct. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.10 , pp. 2820-2827
    • Gamba, P.1    Dell'Acqua, F.2    Lisini, G.3
  • 13
    • 34247495232 scopus 로고    scopus 로고
    • A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis
    • May
    • 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.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.5 , pp. 1432-1445
    • Inglada, J.1    Mercier, G.2
  • 14
    • 40749132536 scopus 로고    scopus 로고
    • Change detection in multi-sensory SAR images using bivariate Gamma distributions
    • Mar.
    • F. Chatelain, J.-Y. Tourneret, and J. Inglada, "Change detection in multi-sensory SAR images using bivariate Gamma distributions, " IEEE Trans. Image Process., vol. 17, no. 3, pp. 249-258, Mar. 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.3 , pp. 249-258
    • Chatelain, F.1    Tourneret, J.-Y.2    Inglada, J.3
  • 15
    • 84875650811 scopus 로고    scopus 로고
    • Toward fully automatic detection of changes in suburban areas from VHR SAR images by combining multiple neural-network modes
    • Apr.
    • C. Pratola, F. Del Frate, G. Schiavon, and D. Solimini, "Toward fully automatic detection of changes in suburban areas from VHR SAR images by combining multiple neural-network modes, " IEEE Trans. Geosci. Remote Sens., vol. 51, no. 4, pp. 2055-2066, Apr. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.4 , pp. 2055-2066
    • Pratola, C.1    Del Frate, F.2    Schiavon, G.3    Solimini, D.4
  • 16
    • 84896837657 scopus 로고    scopus 로고
    • On the SAR change detection review and optimal decision
    • Feb.
    • S. Hachicha and F. Chaabane, "On the SAR change detection review and optimal decision, " Int. J. Remote Sens., vol. 35, no. 5, pp. 1693-1714, Feb. 2014.
    • (2014) Int. J. Remote Sens. , vol.35 , Issue.5 , pp. 1693-1714
    • Hachicha, S.1    Chaabane, F.2
  • 17
    • 84920195559 scopus 로고    scopus 로고
    • Improving SAR-based urban change detection by combining MAP-MRF classifier and nonlocal means similarity weights
    • Oct.
    • O. Yousif and Y. Ban, "Improving SAR-based urban change detection by combining MAP-MRF classifier and nonlocal means similarity weights, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 7, no. 10, pp. 4288-4300, Oct. 2014.
    • (2014) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.7 , Issue.10 , pp. 4288-4300
    • Yousif, O.1    Ban, Y.2
  • 18
    • 0036508414 scopus 로고    scopus 로고
    • Change detection for thematic mapping by means of airborne multitemporal polarimetric SAR imagery
    • Mar.
    • W. Dierking and H. Skriver, "Change detection for thematic mapping by means of airborne multitemporal polarimetric SAR imagery, " IEEE Trans. Geosci. Remote Sens., vol. 40, no. 3, pp. 618-636, Mar. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens. , vol.40 , Issue.3 , pp. 618-636
    • Dierking, W.1    Skriver, H.2
  • 19
    • 8344223679 scopus 로고    scopus 로고
    • Polarization state conformation and its application to change detection in polarimetric SAR data
    • Oct.
    • M. Qong, "Polarization state conformation and its application to change detection in polarimetric SAR data, " IEEE Geosci. Remote Sens. Lett., vol. 1, no. 4, pp. 304-307, Oct. 2004.
    • (2004) IEEE Geosci. Remote Sens. Lett. , vol.1 , Issue.4 , pp. 304-307
    • Qong, M.1
  • 20
    • 34247350886 scopus 로고    scopus 로고
    • Unsupervised change detection from multichannel SAR images
    • Apr.
    • G. Moser, S. B. Serpico, and G. Vernazza, "Unsupervised change detection from multichannel SAR images, " IEEE Geosci. Remote Sens. Lett., vol. 4, no. 2, pp. 278-282, Apr. 2007.
    • (2007) IEEE Geosci. Remote Sens. Lett. , vol.4 , Issue.2 , pp. 278-282
    • Moser, G.1    Serpico, S.B.2    Vernazza, G.3
  • 21
    • 84870949573 scopus 로고    scopus 로고
    • Unsupervised change detection from multichannel SAR data by Markovian data fusion
    • Jul.
    • G. Moser and S. B. Serpico, "Unsupervised change detection from multichannel SAR data by Markovian data fusion, " IEEE Trans. Geosci. Remote Sens., vol. 47, no. 7, pp. 2114-2128, Jul. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.7 , pp. 2114-2128
    • Moser, G.1    Serpico, S.B.2
  • 22
    • 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
  • 24
    • 84880289362 scopus 로고    scopus 로고
    • A new polarimetric change detector in radar imagery
    • May
    • A. Marino, S. Cloude, and J. Sanchez-Lopez, "A new polarimetric change detector in radar imagery, " IEEE Trans. Geosci. Remote Sens., vol. 51, no. 5, pp. 2986-3000, May 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.5 , pp. 2986-3000
    • Marino, A.1    Cloude, S.2    Sanchez-Lopez, J.3
  • 25
    • 84894276072 scopus 로고    scopus 로고
    • The Hotelling-Lawley trace statistic for change detection in polarimetric SAR data under the complex Wishart distribution
    • V. Akbari, S. N. Anfinsen, A. P. Doulgeris, and T. Eltoft, "The Hotelling-Lawley trace statistic for change detection in polarimetric SAR data under the complex Wishart distribution, " in Proc. IEEE IGARSS, Melbourne, Vic., Australia, Jul. 21-26, 2013, pp. 4162-4165.
    • (2013) Proc. IEEE IGARSS, Melbourne, Vic., Australia, Jul. 21-26 , pp. 4162-4165
    • Akbari, V.1    Anfinsen, S.N.2    Doulgeris, A.P.3    Eltoft, T.4
  • 26
    • 84903275499 scopus 로고    scopus 로고
    • Change detection of mul-tilook polarimetric SAR images using heterogeneous clutter models
    • Dec.
    • M. Liu, H. Zhang, C. Wang, and F. Wu, "Change detection of mul-tilook polarimetric SAR images using heterogeneous clutter models, " IEEE Trans. Geosci. Remote Sens., vol. 52, no. 12, pp. 7483-7494, Dec. 2014.
    • (2014) IEEE Trans. Geosci. Remote Sens. , vol.52 , Issue.12 , pp. 7483-7494
    • Liu, M.1    Zhang, H.2    Wang, C.3    Wu, F.4
  • 27
    • 0038877633 scopus 로고    scopus 로고
    • Univariate and multivariate omnibus hypothesis tests selected to control type i error rates when population variances are not necessarily equal
    • Summer
    • W. T. Coombs, J. Algina, and D. O. Oltman, "Univariate and multivariate omnibus hypothesis tests selected to control type I error rates when population variances are not necessarily equal, " Rev. Educ. Res., vol. 66, no. 2, pp. 137-179, Summer 1996.
    • (1996) Rev. Educ. Res. , vol.66 , Issue.2 , pp. 137-179
    • Coombs, W.T.1    Algina, J.2    Oltman, D.O.3
  • 28
    • 85027925642 scopus 로고    scopus 로고
    • Change detection in full and dual polarization, single-And multi-frequency SAR data
    • Aug.
    • A. A. Nielsen, K. Conradsen, and H. Skriver, "Change detection in full and dual polarization, single-And multi-frequency SAR data, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 8, no. 8, pp. 4041-4048, Aug. 2015.
    • (2015) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.8 , Issue.8 , pp. 4041-4048
    • Nielsen, A.A.1    Conradsen, K.2    Skriver, H.3
  • 29
    • 0002985059 scopus 로고
    • Scattering matrix representation for simple targets
    • F. T. Ulaby and C. Elachi, Eds. Norwood, MA, USA: Artech House
    • J. J. van Zyl and F. T. Ulaby, "Scattering matrix representation for simple targets, " in Radar Polarimetry for Geoscience Applications, F. T. Ulaby and C. Elachi, Eds. Norwood, MA, USA: Artech House, 1990.
    • (1990) Radar Polarimetry for Geoscience Applications
    • Van Zyl, J.J.1    Ulaby, F.T.2
  • 31
    • 0032206946 scopus 로고    scopus 로고
    • EMISAR: An absolutely calibrated polarimetric L-And C-band SAR
    • Nov.
    • E. L. Christensen et al., "EMISAR: An absolutely calibrated polarimetric L-And C-band SAR, " IEEE Trans. Geosci. Remote Sens., vol. 36, no. 6, pp. 1852-1865, Nov. 1998.
    • (1998) IEEE Trans. Geosci. Remote Sens. , vol.36 , Issue.6 , pp. 1852-1865
    • Christensen, E.L.1
  • 34
    • 0030780622 scopus 로고    scopus 로고
    • An entropy based classification scheme for land applications of polarimetric SAR
    • Jan.
    • S. R. Cloude and E. Pottier, "An entropy based classification scheme for land applications of polarimetric SAR, " IEEE Trans. Geosci. Remote Sens., vol. 35, no. 1, pp. 68-78, Jan. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , Issue.1 , pp. 68-78
    • Cloude, S.R.1    Pottier, E.2
  • 35
    • 0000821797 scopus 로고
    • A general distribution theory for a class of likelihood criteria
    • Dec.
    • G. E. P. Box, "A general distribution theory for a class of likelihood criteria, " Biometrika, vol. 36, no. 3/4, pp. 317-346, Dec. 1949.
    • (1949) Biometrika , vol.36 , Issue.3-4 , pp. 317-346
    • Box, G.E.P.1
  • 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
  • 38
    • 84929841661 scopus 로고    scopus 로고
    • The exact and near-exact distributions of the main likelihood ratio test statistics used in the complex multivariate normal setting
    • Jun.
    • C. A. Coelho, B. C. Arnold, and F. J. Marques, "The exact and near-exact distributions of the main likelihood ratio test statistics used in the complex multivariate normal setting, " TEST, vol. 24, no. 2, pp. 386-416, Jun. 2015.
    • (2015) TEST , vol.24 , Issue.2 , pp. 386-416
    • Coelho, C.A.1    Arnold, B.C.2    Marques, F.J.3
  • 39
    • 0042126901 scopus 로고    scopus 로고
    • An n-variate characterization of the Gamma and the complex Wishart densities
    • Jul.
    • A. K. Gupta and D. G. Kabe, "An n-variate characterization of the Gamma and the complex Wishart densities, " Appl. Math. Lett., vol. 10, no. 4, pp. 119-122, Jul. 1997.
    • (1997) Appl. Math. Lett. , vol.10 , Issue.4 , pp. 119-122
    • Gupta, A.K.1    Kabe, D.G.2


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