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Volumn 88, Issue 11 A, 2012, Pages 358-362

A hybrid color texture image classification method based on 2D and semi 3D texture features and extreme learning machine;Hybrydowa metoda klasyfikacji obrazów z kolorowa teksturą

Author keywords

Color texture classification; Feature extraction; Texture feature coding method

Indexed keywords


EID: 84868341943     PISSN: 00332097     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (5)

References (38)
  • 2
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • R. M. Haralick, Statistical and structural approaches to texture, Proceedings of IEEE 67(5) (1979) 786-804.
    • (1979) Proceedings of IEEE , vol.67 , Issue.5 , pp. 786-804
    • Haralick, R.M.1
  • 3
    • 0035294772 scopus 로고    scopus 로고
    • Brief review of invariant texture analysis methods
    • J. Zhang, T. Tan, Brief review of invariant texture analysis methods, Pattern Recognition 35 (3) (2002) 735-747.
    • (2002) Pattern Recognition , vol.35 , Issue.3 , pp. 735-747
    • Zhang, J.1    Tan, T.2
  • 6
    • 0029288406 scopus 로고
    • Statistical geometrical features for texture classification
    • Y.Q. Chen, M.S. Nixon, D.W. Thomas, Statistical geometrical features for texture classification, Pattern Recognition 28 (4) (1995) 537-552.
    • (1995) Pattern Recognition , vol.28 , Issue.4 , pp. 537-552
    • Chen, Y.Q.1    Nixon, M.S.2    Thomas, D.W.3
  • 9
    • 0016493416 scopus 로고
    • Experiments in the visual perception of texture
    • B. Julesz, Experiments in the visual perception of texture, Scientific American 232 (4) (1975)34-43.
    • (1975) Scientific American , vol.232 , Issue.4 , pp. 34-43
    • Julesz, B.1
  • 13
    • 77957900631 scopus 로고    scopus 로고
    • Wavelet domain association rules for efficient texture classification
    • Murat Karabatak, M. Cevdet Ince, Abdulkadir Sengur, Wavelet domain association rules for efficient texture classification, Applied Soft Computing, Vol 11 (1), pp. 32-38, 2011.
    • (2011) Applied Soft Computing , vol.11 , Issue.1 , pp. 32-38
    • Karabatak, M.1    CevdetInce, M.2    Sengur, A.3
  • 14
    • 0011595337 scopus 로고
    • Gabor wavelets for statistical pattern recognition
    • in: M.A. Arbib (Ed.), MIT Press, Cambridge, MA
    • J. Daugman, C. Downing, Gabor wavelets for statistical pattern recognition, in: M.A. Arbib (Ed.), The Handbook of Brain Theory and Neural Networks, MIT Press, Cambridge, MA, 1995, pp. 414-419.
    • (1995) The Handbook of Brain Theory and Neural Networks , pp. 414-419
    • Daugman, J.1    Downing, C.2
  • 15
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency and orientation optimized by two-dimensional visual cortical filters
    • J.G. Daugman, Uncertainty relation for resolution in space, spatial frequency and orientation optimized by two-dimensional visual cortical filters, Journal of the Optical Society of America 2 (7) (1985) 1160-1169.
    • (1985) Journal of the Optical Society of America , vol.2 , Issue.7 , pp. 1160-1169
    • Daugman, J.G.1
  • 16
    • 0018122451 scopus 로고
    • Texture discrimination and fourier analysis in human vision
    • J.E.W. Mayhew, J.P. Frisby, Texture discrimination and fourier analysis in human vision, Nature 275 (1978) 438-439.
    • (1978) Nature , vol.275 , pp. 438-439
    • Mayhew, J.E.W.1    Frisby, J.P.2
  • 17
    • 0037253492 scopus 로고    scopus 로고
    • Texture feature coding method for texture classification
    • M. H. Horng, 2003. "Texture feature coding method for texture classification, "Opt. Eng., vol. 42, no. 1, pp. 228-238.
    • (2003) Opt. Eng , vol.42 , Issue.1 , pp. 228-238
    • Horng, M.H.1
  • 18
    • 4644343976 scopus 로고    scopus 로고
    • Target detection with texture feature coding method and support vector machines
    • in Montreal, QC, Canada
    • J. Liang, X. Zhao, R. Xu, C. Kwan, and C.-I. Chang, 2004. "Target detection with texture feature coding method and support vector machines, " in Proc. ICASSP, Montreal, QC, Canada, pp. II-713-II-716.
    • (2004) Proc. ICASSP , pp. 713-716
    • Liang, J.1    Zhao, X.2    Xu, R.3    Kwan, C.4    Chang, C.-I.5
  • 19
    • 34347244506 scopus 로고    scopus 로고
    • Texture features for antitank landmine detection using ground penetrating radar
    • P. Torrione and L. M. Collins, 2007. "Texture features for antitank landmine detection using ground penetrating radar, " IEEE Trans. Geosci. Remote Sens., vol. 45, no. 7, pp. 2374-2382.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.7 , pp. 2374-2382
    • Torrione, P.1    Collins, L.M.2
  • 20
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D.G. Lowe, Distinctive image features from scale-invariant keypoints, Inter-national Journal of Computer Vision 2 (60) (2004) 91-110.
    • (2004) Inter-national Journal of Computer Vision , vol.2 , Issue.60 , pp. 91-110
    • Lowe, D.G.1
  • 21
    • 33846580425 scopus 로고    scopus 로고
    • Local features and kernels for classification of texture and object categories: A comprehensive study
    • J. Zhang, M. Marszalek, S. Lazebnik, C. Schmid, Local features and kernels for classification of texture and object categories: a comprehensive study, International Journal of Computer Vision 73 (2007) 213-238.
    • (2007) International Journal of Computer Vision , vol.73 , pp. 213-238
    • Zhang, J.1    Marszalek, M.2    Lazebnik, S.3    Schmid, C.4
  • 27
    • 8644258401 scopus 로고    scopus 로고
    • A statistical approach to texture classification from single images
    • M. Varma, A. Zisserman, A statistical approach to texture classification from single images, International Journal of Computer Vision 62 (2005) 61-81.
    • (2005) International Journal of Computer Vision , vol.62 , pp. 61-81
    • Varma, M.1    Zisserman, A.2
  • 28
    • 0029669420 scopus 로고    scopus 로고
    • A comparative study of texture measures with classification based on feature distributions
    • T. Ojala, M. Pietik̈ainen, D. Harwood, A comparative study of texture measures with classification based on feature distributions, Pattern Recogni-tion 29 (1) (1996) 51-59.
    • (1996) Pattern Recogni-tion , vol.29 , Issue.1 , pp. 51-59
    • Ojala, T.1    Pietik̈ainen, M.2    Harwood, D.3
  • 30
    • 54549085366 scopus 로고    scopus 로고
    • Description of interest regions with local binary patterns
    • M. Heikkil, M. Pietik̈ainen, C. Schmid, Description of interest regions with local binary patterns, Pattern Recognition 42 (3) (2009) 425-436.
    • (2009) Pattern Recognition , vol.42 , Issue.3 , pp. 425-436
    • Heikkil, M.1    Pietik̈ainen, M.2    Schmid, C.3
  • 31
    • 84855863093 scopus 로고    scopus 로고
    • Color texture analysis based on fractal descriptors
    • A. R. Backes, D. Casanova, O. M. Bruno, Color texture analysis based on fractal descriptors, Pattern Recognition 45 (2012) 1984-1992.
    • (2012) Pattern Recognition , vol.45 , pp. 1984-1992
    • Backes, A.R.1    Casanova, D.2    Bruno, O.M.3
  • 32
    • 84857065356 scopus 로고    scopus 로고
    • Sorted random projections for robust rotation-invariant texture classification
    • L. Liu, P. Fieguth, D. Clausi, G. Kuang, Sorted random projections for robust rotation-invariant texture classification, Pattern Recognition 45 (2012) 2405-2418
    • (2012) Pattern Recognition , vol.45 , pp. 2405-2418
    • Liu, L.1    Fieguth, P.2    Clausi, D.3    Kuang, G.4
  • 33
    • 33745903481 scopus 로고    scopus 로고
    • Extreme Learning Machine: Theory and Applications
    • G.-B. Huang, Q.-Y. Zhu and C.-K. Siew, "Extreme Learning Machine: Theory and Applications", Neurocomputing, vol. 70, pp. 489-501, 2006.
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 36
    • 0033103742 scopus 로고    scopus 로고
    • Wavelet correlation signatures for color texture characterization
    • Van de Wouwer, G., Scheunders, P., Livens, S., & Van Dyck, D., Wavelet correlation signatures for color texture characterization. Pattern Recognition, 32(3), (1999) 443-451.
    • (1999) Pattern Recognition , vol.32 , Issue.3 , pp. 443-451
    • van de Wouwer, G.1    Scheunders, P.2    Livens, S.3    van Dyck, D.4
  • 37
    • 0037233258 scopus 로고    scopus 로고
    • Histogram ratio features for color texture classifica-tion
    • G. Paschos, M. Petrou, Histogram ratio features for color texture classifica-tion, Pattern Recognition Letters 24 (1-3) (2003) 309-314.
    • (2003) Pattern Recognition Letters , vol.24 , Issue.1-3 , pp. 309-314
    • Paschos, G.1    Petrou, M.2
  • 38
    • 70449729459 scopus 로고    scopus 로고
    • Color spectral analysis for spatial structure characterization of textures in IHLS color space
    • I.-U.-H. Qazi, O. Alata, J.-C. Burie, C. Fernandez-Maloigne, Color spectral analysis for spatial structure characterization of textures in IHLS color space, Pattern Recognition 43 (3) (2010) 663-675.
    • (2010) Pattern Recognition , vol.43 , Issue.3 , pp. 663-675
    • Qazi, I.-U.-H.1    Alata, O.2    Burie, J.-C.3    Fernandez-Maloigne, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.