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Volumn 39, Issue 3, 2001, Pages 183-194

Comparison and fusion of co-occurrence, Gabor and MRF texture features for classification of SAR sea-ice imagery

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EID: 0035540780     PISSN: 07055900     EISSN: 14809214     Source Type: Journal    
DOI: 10.1080/07055900.2001.9649675     Document Type: Article
Times cited : (166)

References (43)
  • 2
    • 0029309944 scopus 로고
    • Performance evaluation of texture measures for ground cover identification in satellite images by means of a neural network classifier
    • AUGUSTEIJN, M.F.; L.E. CLEMENS and K.A. SHAW. 1995. Performance evaluation of texture measures for ground cover identification in satellite images by means of a neural network classifier. IEEE Trans. Geosci. Remote Sens. 33(3): 616-626.
    • (1995) IEEE Trans. Geosci. Remote Sens , vol.33 , Issue.3 , pp. 616-626
    • Augusteijn, M.F.1    Clemens, L.E.2    Shaw, K.A.3
  • 3
    • 0025920132 scopus 로고
    • SAR sea ice discrimination using texture statistics: A multivariate approach
    • BARBER, D.G. and E.F. LEDREW. 1991. SAR sea ice discrimination using texture statistics: a multivariate approach. Photogram. Eng. Remote Sens. 57(4): 385-395.
    • (1991) Photogram. Eng. Remote Sens , vol.57 , Issue.4 , pp. 385-395
    • Barber, D.G.1    Ledrew, E.F.2
  • 4
    • 0007232629 scopus 로고
    • Science issues relating to marine aspects of the cryosphere: Implications for remote sensing
    • BARBER, D.G.; M.J. MANORE, T.A. AGNEW, H. WELCH, E.D. SOULIS and E.F. LEDREW. 1992. Science issues relating to marine aspects of the cryosphere: implications for remote sensing. Can. J. Remote Sens. 18(1): 46-55.
    • (1992) Can. J. Remote Sens , vol.18 , Issue.1 , pp. 46-55
    • Barber, D.G.1    Manore, M.J.2    Agnew, T.A.3    Welch, H.4    Soulis, E.D.5    Ledrew, E.F.6
  • 6
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • BESAG, J. 1974. Spatial interaction and the statistical analysis of lattice systems, J. R. Statist. Soc. B. 36(2): 192-236.
    • (1974) J. R. Statist. Soc. B , vol.36 , Issue.2 , pp. 192-236
    • Besag, J.1
  • 7
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • BESAG, J. 1986. On the statistical analysis of dirty pictures, J.R. Statist. Soc. B. 48(3): 259-302.
    • (1986) J.R. Statist. Soc. B , vol.48 , Issue.3 , pp. 259-302
    • Besag, J.1
  • 9
    • 0025263482 scopus 로고
    • Multichannel texture analysis using localized spatial filters
    • BOVIK, A.C.; M. CLARK and W.S. GEISLER. 1990. Multichannel texture analysis using localized spatial filters. IEEE Trans. Patt. Anal. Mach. Int. 12(1): 55-73.
    • (1990) IEEE Trans. Patt. Anal. Mach. Int , vol.12 , Issue.1 , pp. 55-73
    • Bovik, A.C.1    Clark, M.2    Geisler, W.S.3
  • 11
    • 0024647812 scopus 로고
    • Review and status of remote sensing of sea ice
    • CARSEY, F. 1989. Review and status of remote sensing of sea ice. IEEE J. Oceanic Eng. 14(2): 127-138.
    • (1989) IEEE J. Oceanic Eng , vol.14 , Issue.2 , pp. 127-138
    • Carsey, F.1
  • 12
    • 0027677864 scopus 로고
    • Texture analysis and classification with treestructured wavelet transform
    • CHANG, T. and C.C.J. KUO. 1993. Texture analysis and classification with treestructured wavelet transform. IEEE Trans. Image Proc. 2(4): 429-441.
    • (1993) IEEE Trans. Image Proc , vol.2 , Issue.4 , pp. 429-441
    • Chang, T.1    Kuo, C.C.J.2
  • 13
    • 0002480122 scopus 로고
    • Two-dimensional discrete Gaussian Markov random field models for image processing
    • G.T. Toussaint (Ed.), Elsevier Science Publishers, B.V. (North-Holland)
    • CHELLAPPA, R. 1985. Two-dimensional discrete Gaussian Markov random field models for image processing. In: Machine Intelligence and Pattern Recognition: Progress in Pattern Recognition 2, G.T. Toussaint (Ed.), Elsevier Science Publishers, B.V. (North-Holland). pp. 79-112.
    • (1985) Machine Intelligence and Pattern Recognition: Progress in Pattern Recognition 2 , pp. 79-112
    • Chellappa, R.1
  • 14
    • 0022102621 scopus 로고
    • Classification of textures using Gaussian Markov random fields
    • CHELLAPPA, R. and S. CHATTERJEE. 1985. Classification of textures using Gaussian Markov random fields. IEEE Trans. Acous., Speech Signal Proc. 33(4): 959-963.
    • (1985) IEEE Trans. Acous., Speech Signal Proc , vol.33 , Issue.4 , pp. 959-963
    • Chellappa, R.1    Chatterjee, S.2
  • 15
    • 0003859408 scopus 로고    scopus 로고
    • Ph.D. thesis, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1
    • CLAUSI, D.A. 1996. Texture Segmentation of SAR Sea Ice Imagery. Ph.D. thesis, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1, 175 pp.
    • (1996) Texture Segmentation of SAR Sea Ice Imagery , pp. 175
    • Clausi, D.A.1
  • 16
    • 0031647575 scopus 로고    scopus 로고
    • A fast method to determine co-occurrence texture features
    • CLAUSI, D.A. and M.E. JERNIGAN. 1998. A fast method to determine co-occurrence texture features. IEEE Trans. Geosci. Remote Sens. 36(1): 298-300.
    • (1998) IEEE Trans. Geosci. Remote Sens , vol.36 , Issue.1 , pp. 298-300
    • Clausi, D.A.1    Jernigan, M.E.2
  • 17
    • 0034333640 scopus 로고    scopus 로고
    • Designing Gabor filters for optimal texture separability
    • CLAUSI, D.A. and M.E. JERNIGAN. 1999. Designing Gabor filters for optimal texture separability. Pattern Recog. 33(11): 1835-1849.
    • (1999) Pattern Recog , vol.33 , Issue.11 , pp. 1835-1849
    • Clausi, D.A.1    Jernigan, M.E.2
  • 18
    • 0026103931 scopus 로고
    • Classification of rotated and scaled texture images using Gaussian Markov random field models
    • COHEN, F.S.; Z. FAN and M.A. PATEL. 1991. Classification of rotated and scaled texture images using Gaussian Markov random field models. IEEE Trans. Patt. Anal. Mach. Int. 13(2): 192-203.
    • (1991) IEEE Trans. Patt. Anal. Mach. Int , vol.13 , Issue.2 , pp. 192-203
    • Cohen, F.S.1    Fan, Z.2    Patel, M.A.3
  • 19
    • 0020968740 scopus 로고
    • Assessing Landsat classification accuracy using discrete multivariate analysis statistical techniques. Photogram. Eng
    • CONGALTON, R.G.; R.G. ODERWALD and R.A. MEAD. 1983. Assessing Landsat classification accuracy using discrete multivariate analysis statistical techniques. Photogram. Eng. Remote Sens. 49(12): 1671-1678.
    • (1983) Remote Sens , vol.49 , Issue.12 , pp. 1671-1678
    • Congalton, R.G.1    Oderwald, R.G.2    Mead, R.A.3
  • 22
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortex filters
    • DAUGMAN, J.G. 1985. Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortex filters. J. Opt. Soc. Am. A A, 2(7): 1160-1169.
    • (1985) J. Opt. Soc. Am. A A , vol.2 , Issue.7 , pp. 1160-1169
    • Daugman, J.G.1
  • 25
    • 0021393738 scopus 로고
    • Textural analysis and real-time classification of sea-ice types using digital SAR data
    • HOLMES, Q.A.; D.R. NUESCH and R.A. SHUCHMAN. 1984. Textural analysis and real-time classification of sea-ice types using digital SAR data. IEEE Trans. Geosci. Remote Sens. GE-22(2): 113-120.
    • (1984) IEEE Trans. Geosci. Remote Sens. GE , vol.22 , Issue.2 , pp. 113-120
    • Holmes, Q.A.1    Nuesch, D.R.2    Shuchman, R.A.3
  • 26
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • JAIN, A.K. and F. FARROKHNIA. 1991. Unsupervised texture segmentation using Gabor filters. Pattern Recog. 24(12): 1167-1186.
    • (1991) Pattern Recog , vol.24 , Issue.12 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 27
    • 0032710247 scopus 로고    scopus 로고
    • Retrieval of biomass in boreal forests from multitemporal ERS-1 and JERS-1 SAR images
    • KURVONEN, L.; J. PULLIAINEN and M. HALLIKAINEN. 1999. Retrieval of biomass in boreal forests from multitemporal ERS-1 and JERS-1 SAR images. IEEE Trans. Geosci. Remote Sens. 37(1): 198-205.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , Issue.1 , pp. 198-205
    • Kurvonen, L.1    Pulliainen, J.2    Hallikainen, M.3
  • 28
    • 0026152376 scopus 로고
    • Unsupervised texture segmentation using Markov random field models
    • MANJUNATH, B.S. and R. CHELLAPPA. 1991. Unsupervised texture segmentation using Markov random field models. IEEE Trans. Patt. Anal. Mach. Int. 13(5): 478-482.
    • (1991) IEEE Trans. Patt. Anal. Mach. Int , vol.13 , Issue.5 , pp. 478-482
    • Manjunath, B.S.1    Chellappa, R.2
  • 29
    • 0035540785 scopus 로고    scopus 로고
    • On the Relationship between Spatial Patterns of Sea-Ice Type and the Mechanisms which Create and Maintain the North Water (NOW) Polynya
    • MUNDY, C.J. and D.A. BARBER. 2001. On the Relationship between Spatial Patterns of Sea-Ice Type and the Mechanisms which Create and Maintain the North Water (NOW) Polynya. ATMOSPHERE-OCEAN, 39: 327-341.
    • (2001) ATMOSPHERE-OCEAN , vol.39 , pp. 327-341
    • Mundy, C.J.1    Barber, D.A.2
  • 30
    • 0026866943 scopus 로고
    • Sea ice classifaication using SAR backscatter statistics
    • NYSTUEN, J.A. and F.W. GARCIA JR. 1992. Sea ice classifaication using SAR backscatter statistics. IEEE Trans. Geosci. Remote Sens. 30(3): 502-509.
    • (1992) IEEE Trans. Geosci. Remote Sens , vol.30 , Issue.3 , pp. 502-509
    • Nystuen, J.A.1    Garcia, F.W.2
  • 32
    • 0030151223 scopus 로고    scopus 로고
    • A comparison of texture feature extraction using adaptive Gabor filtering, pyramidal and tree structured wavelet transforms
    • PICHLER, O.; A. TEUNER and B.J. HOSTICKA. 1996. A comparison of texture feature extraction using adaptive Gabor filtering, pyramidal and tree structured wavelet transforms. Pattern Recog. 29(5): 733-742.
    • (1996) Pattern Recog , vol.29 , Issue.5 , pp. 733-742
    • Pichler, O.1    Teuner, A.2    Hosticka, B.J.3
  • 33
    • 0032663328 scopus 로고    scopus 로고
    • Filtering for texture classification: A comparative study
    • RANDEN, T. and J.H. HUSOY. 1999. Filtering for texture classification: A comparative study. IEEE Trans. Patt. Anal. Mach. Int. 21(4): 291-310.
    • (1999) IEEE Trans. Patt. Anal. Mach. Int , vol.21 , Issue.4 , pp. 291-310
    • Randen, T.1    Husoy, J.H.2
  • 35
    • 0026288793 scopus 로고
    • Evaluation of second-order texture parameters for sea ice classification from radar images
    • SHOKR, M.E. 1991. Evaluation of second-order texture parameters for sea ice classification from radar images. J. Geophys. Res. 96(C6): 10625-10640.
    • (1991) J. Geophys. Res , vol.96 , Issue.C6 , pp. 10625-10640
    • Shokr, M.E.1
  • 36
    • 0033097007 scopus 로고    scopus 로고
    • Texture analysis of SAR Sea ice imagery using gray level co-occurrence matrices
    • SOH, L.K. and C. TSATSOULIS. 1999. Texture analysis of SAR Sea ice imagery using gray level co-occurrence matrices. IEEE Trans. Geosci. Remote Sens. 37(2): 780-795.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , Issue.2 , pp. 780-795
    • Soh, L.K.1    Tsatsoulis, C.2
  • 37
    • 0029326949 scopus 로고
    • Unsupervised texture segmentation of images using tuned matched Gabor filters
    • TEUNER, A.; O. PICHLER and B.J. HOSTICKA. 1995. Unsupervised texture segmentation of images using tuned matched Gabor filters. IEEE Trans. Image Proc. 4(6): 863-869.
    • (1995) IEEE Trans. Image Proc , vol.4 , Issue.6 , pp. 863-869
    • Teuner, A.1    Pichler, O.2    Hosticka, B.J.3
  • 38
    • 0021373853 scopus 로고
    • An automated land-use mapping comparison of the Bayesian maximum likelihood and linear discriminant analysis algorithms
    • TOM, C.H. and L.D. MILLER. 1984. An automated land-use mapping comparison of the Bayesian maximum likelihood and linear discriminant analysis algorithms. Photogram. Eng. Remote Sens. 50(2): 193-207.
    • (1984) Photogram. Eng. Remote Sens , vol.50 , Issue.2 , pp. 193-207
    • Tom, C.H.1    Miller, L.D.2
  • 39
    • 0016939601 scopus 로고
    • A comparative study of texture measures for terrain classification
    • WESZKA, J.S.; C.R. DYER and A. ROSENFELD. 1976. A comparative study of texture measures for terrain classification. IEEE Trans. Syst. Man. Cybern. SMC-6(4): 269-285.
    • (1976) IEEE Trans. Syst. Man. Cybern. SMC , vol.6 , Issue.4 , pp. 269-285
    • Weszka, J.S.1    Dyer, C.R.2    Rosenfeld, A.3
  • 41
    • 0015316602 scopus 로고
    • Two-dimensional discrete Markovian fields
    • WOODS, J.W. 1972. Two-dimensional discrete Markovian fields. IEEE Trans. Info. Theory. 18(2): 232-240.
    • (1972) IEEE Trans. Info. Theory , vol.18 , Issue.2 , pp. 232-240
    • Woods, J.W.1
  • 42
    • 0035540778 scopus 로고    scopus 로고
    • On the examination of spring melt in the North Water (NOW) using RADARSAT-1
    • YACKEL, J.J.; D.A. BARBER and T.N. PAPKYRIAKU. 2001. On the examination of spring melt in the North Water (NOW) using RADARSAT-1. ATMOSPHEREOCEAN, 39: 195-208.
    • (2001) ATMOSPHEREOCEAN , vol.39 , pp. 195-208
    • Yackel, J.J.1    Barber, D.A.2    Papkyriaku, T.N.3
  • 43
    • 0029375892 scopus 로고
    • Image classification using spectral and spatial information based on MRF models
    • YAMAZAKI, T. and D. GINGRAS. 1995. Image classification using spectral and spatial information based on MRF models. IEEE Trans. Image Proc. 4(9): 1333-1339.
    • (1995) IEEE Trans. Image Proc , vol.4 , Issue.9 , pp. 1333-1339
    • Yamazaki, T.1    Gingras, D.2


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