메뉴 건너뛰기




Volumn 49, Issue 2, 2011, Pages 726-737

Hierarchical segmentation of polarimetric SAR images using heterogeneous clutter models

Author keywords

Fisher probability density function (PDF); KummerU PDF; polarimetric synthetic aperture radar (PolSAR) data; segmentation; spherically invariant random vectors (SIRV)

Indexed keywords

KUMMERU PDF; POLARIMETRIC SYNTHETIC APERTURE RADARS; PROBABILITY DENSITY FUNCTION (PDF); RANDOM VECTORS; SEGMENTATION;

EID: 79151479210     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2010.2060730     Document Type: Article
Times cited : (99)

References (32)
  • 2
    • 7044247421 scopus 로고    scopus 로고
    • A new statistical model for Markovian classification of urban areas in high-resolution SAR images
    • Oct
    • C. Tison, J.-M. Nicolas, F. Tupin, and H. Maître, "A new statistical model for Markovian classification of urban areas in high-resolution SAR images", IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2046-2057, Oct. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2046-2057
    • Tison, C.1    Nicolas, J.-M.2    Tupin, F.3    Maître, H.4
  • 4
    • 0030780622 scopus 로고    scopus 로고
    • An entropy based classification scheme for land applications of polarimetric SAR
    • Jan
    • S. 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.1    Pottier, E.2
  • 5
    • 33747921774 scopus 로고    scopus 로고
    • A three-component scattering model for polarimetric SAR data
    • May
    • A. Freeman and S. Durden, "A three-component scattering model for polarimetric SAR data", IEEE Trans. Geosci. Remote Sens., vol. 36, no. 3, pp. 963-973, May 1998.
    • (1998) IEEE Trans. Geosci. Remote Sens. , vol.36 , Issue.3 , pp. 963-973
    • Freeman, A.1    Durden, S.2
  • 6
    • 33846223395 scopus 로고    scopus 로고
    • Target scattering decomposition in terms of roll-invariant target parameters
    • Jan
    • R. Touzi, "Target scattering decomposition in terms of roll-invariant target parameters", IEEE Trans. Geosci. Remote Sens., vol. 45, no. 1, pp. 73-84, Jan. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.1 , pp. 73-84
    • Touzi, R.1
  • 7
    • 0033189739 scopus 로고    scopus 로고
    • Unsupervised classification using polarimetric decomposition and the complex Wishart classifier
    • Sep
    • J. Lee, M. Grunes, T. Ainsworth, L. Du, D. Schuler, and S. Cloude, "Unsupervised classification using polarimetric decomposition and the complex Wishart classifier", IEEE Trans. Geosci. Remote Sens., vol. 37, no. 5, pp. 2249-2258, Sep. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.5 , pp. 2249-2258
    • Lee, J.1    Grunes, M.2    Ainsworth, T.3    Du, L.4    Schuler, D.5    Cloude, S.6
  • 9
    • 79151484166 scopus 로고    scopus 로고
    • A relaxed Wishart model for polarimetric SAR data
    • Frascati, Italy
    • S. Anfinsen, T. Eltoft, and A. Doulgeris, "A relaxed Wishart model for polarimetric SAR data", in Proc. PolInSAR, Frascati, Italy, 2009.
    • (2009) Proc. PolInSAR
    • Anfinsen, S.1    Eltoft, T.2    Doulgeris, A.3
  • 11
    • 0028740898 scopus 로고
    • K-distribution for multi-look processed polarimetric SAR imagery
    • Pasadena, CA
    • J. Lee, D. Schuler, R. Lang, and K. Ranson, "K-distribution for multi-look processed polarimetric SAR imagery", in Proc. IGARSS, Pasadena, CA, 1994, pp. 2179-2181.
    • (1994) Proc. IGARSS , pp. 2179-2181
    • Lee, J.1    Schuler, D.2    Lang, R.3    Ranson, K.4
  • 12
    • 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
  • 13
    • 12444252163 scopus 로고    scopus 로고
    • The polarimetric G distribution for SAR data analysis
    • C. Freitas, A. Frery, and A. Correia, "The polarimetric G distribution for SAR data analysis", Environmetrics, vol. 16, no. 1, pp. 13-31, 2005.
    • (2005) Environmetrics , vol.16 , Issue.1 , pp. 13-31
    • Freitas, C.1    Frery, A.2    Correia, A.3
  • 14
    • 47849113337 scopus 로고    scopus 로고
    • Fisher distribution for texture modeling of polarimetric SAR data
    • Jul
    • L. Bombrun and J.-M. Beaulieu, "Fisher distribution for texture modeling of polarimetric SAR data", IEEE Geosci. Remote Sens. Lett., vol. 5, no. 3, pp. 512-516, Jul. 2008.
    • (2008) IEEE Geosci. Remote Sens. Lett. , vol.5 , Issue.3 , pp. 512-516
    • Bombrun, L.1    Beaulieu, J.-M.2
  • 16
    • 0015662367 scopus 로고
    • A representation theorem and its applications to sphericallyinvariant random processes
    • Sep
    • K. Yao, "A representation theorem and its applications to sphericallyinvariant random processes", IEEE Trans. Inf. Theory, vol. IT-19, no. 5, pp. 600-608, Sep. 1973.
    • (1973) IEEE Trans. Inf. Theory , vol.IT-19 , Issue.5 , pp. 600-608
    • Yao, K.1
  • 17
    • 78650862100 scopus 로고    scopus 로고
    • Coherency matrix estimation of heterogeneous clutter in high resolution polarimetric SAR images
    • Apr
    • G. Vasile, J.-P. Ovarlez, F. Pascal, and C. Tison, "Coherency matrix estimation of heterogeneous clutter in high resolution polarimetric SAR images", IEEE Trans. Geosci. Remote Sens., vol. 48, no. 4, pp. 1809-1826, Apr. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.4 , pp. 1809-1826
    • Vasile, G.1    Ovarlez, J.-P.2    Pascal, F.3    Tison, C.4
  • 18
    • 37749041370 scopus 로고    scopus 로고
    • Covariance structure maximum-likelihood estimates in compound Gaussian noise: Existence and algorithm analysis
    • Jan
    • F. Pascal, Y. Chitour, J. P. Ovarlez, P. Forster, and P. Larzabal, "Covariance structure maximum-likelihood estimates in compound Gaussian noise: Existence and algorithm analysis", IEEE Trans. Signal Process., vol. 56, no. 1, pp. 34-48, Jan. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.1 , pp. 34-48
    • Pascal, F.1    Chitour, Y.2    Ovarlez, J.P.3    Forster, P.4    Larzabal, P.5
  • 19
    • 44849115615 scopus 로고    scopus 로고
    • Performance analysis of covariance matrix estimates in impulsive noise
    • Jun
    • F. Pascal, P. Forster, J. P. Ovarlez, and P. Larzabal, "Performance analysis of covariance matrix estimates in impulsive noise", IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2206-2217, Jun. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.6 , pp. 2206-2217
    • Pascal, F.1    Forster, P.2    Ovarlez, J.P.3    Larzabal, P.4
  • 21
    • 72949090875 scopus 로고    scopus 로고
    • Some results on the denoising problem in the elliptically distributed context
    • Jan
    • S. Zozor and C. Vignat, "Some results on the denoising problem in the elliptically distributed context", IEEE Trans. Signal Process., vol. 58, no. 1, pp. 134-150, Jan. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.1 , pp. 134-150
    • Zozor, S.1    Vignat, C.2
  • 22
    • 53149152990 scopus 로고    scopus 로고
    • Exact maximum likelihood estimates for SIRV covariance matrix: Existence and algorithm analysis
    • Oct
    • Y. Chitour and F. Pascal, "Exact maximum likelihood estimates for SIRV covariance matrix: Existence and algorithm analysis", IEEE Trans. Signal Process., vol. 56, no. 10, pp. 4563-4573, Oct. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.10 , pp. 4563-4573
    • Chitour, Y.1    Pascal, F.2
  • 23
    • 0242462643 scopus 로고    scopus 로고
    • Introduction aux Statistiques de deuxième espèce: Applications des Logs-moments et des Logs-cumulants à l'analyse des lois d'images radar
    • J.-M. Nicolas, "Introduction aux Statistiques de deuxième espèce: Applications des Logs-moments et des Logs-cumulants à l'analyse des lois d'images radar", Traitement du Signal, vol. 19, no. 3, pp. 139-167, 2002.
    • (2002) Traitement du Signal , vol.19 , Issue.3 , pp. 139-167
    • Nicolas, J.-M.1
  • 24
    • 79151484510 scopus 로고    scopus 로고
    • Application de la transformée de Mellin: Étude des lois statistiques de l'imagerie cohérente
    • 2006D010
    • J.-M. Nicolas, "Application de la transformée de Mellin: Étude des lois statistiques de l'imagerie cohérente", TELECOM ParisTech, Paris, France, Rapport de Recherche, 2006D010, 2006.
    • (2006) TELECOM ParisTech, Paris, France, Rapport de Recherche
    • Nicolas, J.-M.1
  • 26
    • 35648984559 scopus 로고    scopus 로고
    • Polarimetric and interferometric SAR image partition into statistically homogeneous regions based on the minimization of the stochastic complexity
    • Nov
    • J. Morio, F. Goudail, X. Dupuis, P. Dubois-Fernandez, and P. Réfrégier, "Polarimetric and interferometric SAR image partition into statistically homogeneous regions based on the minimization of the stochastic complexity", IEEE Trans. Geosci. Remote Sens., vol. 45, no. 11, pp. 3599-3609, Nov. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.11 , pp. 3599-3609
    • Morio, J.1    Goudail, F.2    Dupuis, X.3    Dubois-Fernandez, P.4    Réfrégier, P.5
  • 28
    • 16244377091 scopus 로고    scopus 로고
    • Determining the number of clusters/segments in hierarchical clustering/segmentation algorithms
    • S. Salvador and P. Chan, "Determining the number of clusters/segments in hierarchical clustering/segmentation algorithms", in Proc. 16th IEEE ICTAI, 2004, pp. 576-584.
    • (2004) Proc. 16th IEEE ICTAI , pp. 576-584
    • Salvador, S.1    Chan, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.