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Volumn 51, Issue 8, 2013, Pages 4576-4590

Texture classification of PolSAR data based on sparse coding of wavelet polarization textons

Author keywords

Classification; polarimetric synthetic aperture radar (PolSAR); sparse coding of wavelet polarization texton (ScWPT); support vector machine (SVM)

Indexed keywords

DISCRETE WAVELET FRAME; POLARIMETRIC SYNTHETIC APERTURE RADARS; POLARIZATION STATE; POLARIZATION VARIANCE; SPARSE CODING; STATISTICAL HISTOGRAMS; TEXTON DICTIONARIES; TEXTURE CLASSIFICATION;

EID: 84881042152     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2236338     Document Type: Article
Times cited : (96)

References (24)
  • 1
    • 0025488616 scopus 로고
    • Polarimetric radar backscattering from reciprocal random targets
    • Sep
    • K. Tragl, "Polarimetric radar backscattering from reciprocal random targets," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 5, pp. 856-864, Sep. 1990.
    • (1990) IEEE Trans. Geosci. Remote Sens. , vol.28 , Issue.5 , pp. 856-864
    • Tragl, K.1
  • 2
    • 0022918073 scopus 로고
    • Group theory and polarization algebra
    • S. R. Cloude, "Group theory and polarization algebra," Optik, vol. 75, no. 1, pp. 26-36, 1986.
    • (1986) Optik , vol.75 , Issue.1 , pp. 26-36
    • Cloude, S.R.1
  • 3
    • 0025469297 scopus 로고
    • New decomposition of the radar target scattering matrix
    • E. Krogager, "New decomposition of radar target scattering matrix," Electron. Lett., vol. 26, no. 18, pp. 1525-1527, Aug. 1990. (Pubitemid 20735543)
    • (1990) Electronics Letters , vol.26 , Issue.18 , pp. 1525-1527
    • Krogager, E.1
  • 5
    • 33747921774 scopus 로고    scopus 로고
    • A three-component scattering model for polarimetric SAR data
    • PII S0196289298028575
    • A. Freeman and S. L. Durden, "A three-component scattering model for polarimetric SAR data," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 3, pp. 963-973, May 1998. (Pubitemid 128748505)
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , Issue.3 , pp. 963-973
    • Freeman, A.1    Durden, S.L.2
  • 7
    • 0030104487 scopus 로고    scopus 로고
    • A review of target decomposition theorems in radar polarimetry
    • PII S0196289296010030
    • S. R. Cloude and E. Pottier, "A review of target decomposition theorems in radar polarimetry," IEEE Trans. Geosci. Remote Sens., vol. 34, no. 2, pp. 498-518, Mar. 1996. (Pubitemid 126780898)
    • (1996) IEEE Transactions on Geoscience and Remote Sensing , vol.34 , Issue.2 , pp. 498-518
    • Cloude, S.R.1    Pettier, E.2
  • 9
    • 2442616341 scopus 로고    scopus 로고
    • Unsupervised terrain classification preserving polarimetric scattering characteristics
    • Apr
    • J.-S. Lee, M. R. Grunes, E. Pottier, and L. Ferro-Famil, "Unsupervised terrain classification preserving polarimetric scattering characteristics," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 4, pp. 722-731, Apr. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.4 , pp. 722-731
    • Lee, J.-S.1    Grunes, M.R.2    Pottier, E.3    Ferro-Famil, L.4
  • 10
    • 35649022725 scopus 로고    scopus 로고
    • Target detection and texture segmentation in polarimetric SAR images using a wavelet frame: Theoretical aspects
    • DOI 10.1109/TGRS.2007.905103
    • G. D. De Grandi, J.-S. Lee, and D. L. Schuler, "Target detection and texture segmentation in polarimetric SAR images using a wavelet frame: Theoretical aspects," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 11, pp. 3437-3453, Nov. 2007. (Pubitemid 350025449)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.11 , pp. 3437-3453
    • De Grandi, G.D.1    Lee, J.-S.2    Schuler, D.L.3
  • 11
    • 59949096978 scopus 로고    scopus 로고
    • Analysis by wavelet frames of spatial statistics in SAR data for characterizing structural properties of forests
    • Feb
    • G. D. De Grandi, R. M. Lucas, and J. Kropacek, "Analysis by wavelet frames of spatial statistics in SAR data for characterizing structural properties of forests," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 2, pp. 494-507, Feb. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.2 , pp. 494-507
    • De Grandi, G.D.1    Lucas, R.M.2    Kropacek, J.3
  • 12
    • 0029409269 scopus 로고
    • Texture classification and segmentation usingwavelet frames
    • Nov
    • M. Unser, "Texture classification and segmentation usingwavelet frames," IEEE Trans. Image Process., vol. 4, no. 11, pp. 1549-1560, Nov. 1995.
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.11 , pp. 1549-1560
    • Unser, M.1
  • 13
    • 0019522390 scopus 로고
    • Textons, the elements of texture perception, and their interactions
    • DOI 10.1038/290091a0
    • B. Julesz, "Textons the elements of texture perception and their interactions," Nature, vol. 290, no. 5802, pp. 91-97, Mar. 1981. (Pubitemid 11149681)
    • (1981) Nature , vol.290 , Issue.5802 , pp. 91-97
    • Julesz, B.1
  • 14
    • 0035358496 scopus 로고    scopus 로고
    • Representing and recognizing the visual appearance of materials using three-dimensional textons
    • DOI 10.1023/A:1011126920638
    • T. Leung and J. Malik, "Representing and recognizing the visual appearance of materials using three-dimensional textons," Int. J. Comput. Vis., vol. 43, no. 1, pp. 29-44, Jun. 2001. (Pubitemid 32720091)
    • (2001) International Journal of Computer Vision , vol.43 , Issue.1 , pp. 29-44
    • Leung, T.1    Malik, J.2
  • 15
    • 8644258401 scopus 로고    scopus 로고
    • A statistical approach to texture classification from single images
    • Apr./May
    • M. Varma and A. Zisserman, "A statistical approach to texture classification from single images," Int. J. Comput. Vis., vol. 62, no. 1/2, pp. 61-81, Apr./May 2005.
    • (2005) Int. J. Comput. Vis. , vol.62 , Issue.1-2 , pp. 61-81
    • Varma, M.1    Zisserman, A.2
  • 16
    • 77951252742 scopus 로고    scopus 로고
    • Shape-based invariant texture indexing
    • Jul
    • G.-S. Xia, J. Delon, and Y. Gousseau, "Shape-based invariant texture indexing," Int. J. Comput. Vis., vol. 88, no. 3, pp. 382-403, Jul. 2010.
    • (2010) Int. J. Comput. Vis. , vol.88 , Issue.3 , pp. 382-403
    • Xia, G.-S.1    Delon, J.2    Gousseau, Y.3
  • 19
    • 77955414596 scopus 로고    scopus 로고
    • A Bayesian local binary pattern texture descriptor
    • Dec
    • C. He, T. Ahonen, and M. Pietikainen, "A Bayesian local binary pattern texture descriptor," in Proc. ICPR, Dec. 2008, pp. 1-4.
    • (2008) Proc. ICPR , pp. 1-4
    • He, C.1    Ahonen, T.2    Pietikainen, M.3
  • 20
    • 27744548851 scopus 로고    scopus 로고
    • A classification approach based on SVM for electromagnetic subsurface sensing
    • DOI 10.1109/TGRS.2005.853186
    • A. Massa, A. Boni, and M. Donelli, "A classification approach based on SVM for electromagnetic subsurface sensing," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 9, pp. 2084-2093, Sep. 2005. (Pubitemid 41583818)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.9 , pp. 2084-2093
    • Massa, A.1    Boni, A.2    Donelli, M.3
  • 23
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • J. MacQueen, "Some methods for classification and analysis of multivariate observations," in Proc. 5th Berkeley Symp. Math. Stat. Prob., 1967, pp. 281-297.
    • (1967) Proc. 5th Berkeley Symp. Math. Stat. Prob. , pp. 281-297
    • Macqueen, J.1
  • 24
    • 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 applications 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.