메뉴 건너뛰기




Volumn 12, Issue 6, 2003, Pages 661-670

Texture classification using spectral histograms

Author keywords

Filtering; Spectral histogram; Texture analysis; Texture classification

Indexed keywords

ALGORITHMS; COMPUTER VISION; MATRIX ALGEBRA; TEXTURES;

EID: 0038448953     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2003.812327     Document Type: Article
Times cited : (177)

References (44)
  • 2
    • 0030832881 scopus 로고    scopus 로고
    • The 'independent components' of natural scenes are edge filters
    • A. J. Bell and T. J. Sejnowski, "The 'independent components' of natural scenes are edge filters," Vis. Res., vol. 37, pp. 3327-3338, 1997.
    • (1997) Vis. Res. , vol.37 , pp. 3327-3338
    • Bell, A.J.1    Sejnowski, T.J.2
  • 3
    • 0023917374 scopus 로고
    • Early vision and texture perception
    • J. R. Bergen and E. H. Adelson, "Early vision and texture perception," Nature, vol. 333, pp. 363-364, 1988.
    • (1988) Nature , vol.333 , pp. 363-364
    • Bergen, J.R.1    Adelson, E.H.2
  • 4
    • 0014318802 scopus 로고
    • Application of Fourier analysis to the visibility of gratings
    • F. W. Campbell and J. G. Robson, "Application of Fourier analysis to the visibility of gratings," J. Physiol. (Lond.), vol. 197, pp. 551-566, 1968.
    • (1968) J. Physiol. (Lond.) , vol.197 , pp. 551-566
    • Campbell, F.W.1    Robson, J.G.2
  • 5
    • 0022808786 scopus 로고
    • A computational approach to edge detection
    • J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-8, no. 6, pp. 679-698, 1986.
    • (1986) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-8 , Issue.6 , pp. 679-698
    • Canny, J.1
  • 6
    • 0035272095 scopus 로고    scopus 로고
    • Texture segmentation using Gaussian-Markov random fields and neural oscillator networks
    • E. Cesmeli and D. L. Wang, "Texture segmentation using Gaussian-Markov random fields and neural oscillator networks," IEEE Trans. Neural Networks, vol. 12, pp. 394-404, 2001.
    • (2001) IEEE Trans. Neural Networks , vol.12 , pp. 394-404
    • Cesmeli, E.1    Wang, D.L.2
  • 8
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
    • J. Daugman, "Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters," J. Opt. Soc. Amer. A, vol. 2, no. 7, pp. 23-26, 1985.
    • (1985) J. Opt. Soc. Amer. A , vol.2 , Issue.7 , pp. 23-26
    • Daugman, J.1
  • 9
    • 0032868121 scopus 로고    scopus 로고
    • Texture synthesis and pattern recognition for partially ordered Markov models
    • J. L. Davidson, N. Cressie, and X. Hua, "Texture synthesis and pattern recognition for partially ordered Markov models," Pattern Recognit., vol. 32, no. 9, pp. 1475-1505, 1999.
    • (1999) Pattern Recognit. , vol.32 , Issue.9 , pp. 1475-1505
    • Davidson, J.L.1    Cressie, N.2    Hua, X.3
  • 13
    • 0000293183 scopus 로고
    • Theory of communication
    • D. Gabor, "Theory of communication," J. IEE (Lond.), vol. 93, pp. 429-457, 1946.
    • (1946) J. IEE (Lond.) , vol.93 , pp. 429-457
    • Gabor, D.1
  • 14
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distribution and the Bayesian restoration of images
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distribution and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Machine Intell., vol. 6, no. 6, pp. 721-741, 1984.
    • (1984) IEEE Trans. Pattern Anal. Machine Intell. , vol.6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 17
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • R. M. Haralick, "Statistical and structural approaches to texture," Proc. IEEE, vol. 67, pp. 786-804, 1979.
    • (1979) Proc. IEEE , vol.67 , pp. 786-804
    • Haralick, R.M.1
  • 18
    • 0029182262 scopus 로고
    • Pyramid-based texture analysis/synthesis
    • D. J. Heeger and J. R. Bergen, "Pyramid-based texture analysis/synthesis," in Proc. SIGGRAPHS, 1995, pp. 229-238.
    • (1995) Proc. SIGGRAPHS , pp. 229-238
    • Heeger, D.J.1    Bergen, J.R.2
  • 20
    • 84937653646 scopus 로고
    • Visual pattern discrimination
    • B. Julesz, "Visual pattern discrimination," IRE Trans. Inform. Theory, vol. 8, pp. 84-92, 1962.
    • (1962) IRE Trans. Inform. Theory , vol.8 , pp. 84-92
    • Julesz, B.1
  • 21
    • 0019522390 scopus 로고
    • Textons, the elements of texture perception and their interactions
    • _, "Textons, the elements of texture perception and their interactions," Nature, vol. 290, pp. 91-97, 1981.
    • (1981) Nature , vol.290 , pp. 91-97
  • 22
    • 0003735657 scopus 로고
    • Cambridge, MA: MIT Press
    • _, Dialogues on Perception. Cambridge, MA: MIT Press, 1995.
    • (1995) Dialogues on Perception
  • 23
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen, "The self-organizing map," Proc. IEEE, vol. 78, pp. 1464-1480, 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 25
    • 0043076346 scopus 로고    scopus 로고
    • Independent spectral representation of images for recognition
    • X. Liu and L. Cheng, "Independent spectral representation of images for recognition," J. Opt. Soc. Amer. A, 2003.
    • (2003) J. Opt. Soc. Amer. A
    • Liu, X.1    Cheng, L.2
  • 26
    • 0034858219 scopus 로고    scopus 로고
    • 3D object recognition using perceptual components
    • X. Liu and A. Srivastava, "3D object recognition using perceptual components," in Proc. Int. Joint Conf. Neural Networks, vol. 1, 2001, pp. 553-558.
    • (2001) Proc. Int. Joint Conf. Neural Networks , vol.1 , pp. 553-558
    • Liu, X.1    Srivastava, A.2
  • 27
    • 0036809978 scopus 로고    scopus 로고
    • A spectral histogram model for textonn modeling and texture discrimination
    • X. Liu and D. L. Wang, "A spectral histogram model for textonn modeling and texture discrimination," Vis. Res., vol. 42, no. 23, pp. 2617-2634, 2002.
    • (2002) Vis. Res. , vol.42 , Issue.23 , pp. 2617-2634
    • Liu, X.1    Wang, D.L.2
  • 29
    • 0025427592 scopus 로고
    • Preattentive texture discrimination with early vision mechanisms
    • J. Malik and P. Perona, "Preattentive texture discrimination with early vision mechanisms," J. Opt. Soc. Amer. A, vol. 7, no. 5, pp. 923-932, 1990.
    • (1990) J. Opt. Soc. Amer. A , vol.7 , Issue.5 , pp. 923-932
    • Malik, J.1    Perona, P.2
  • 30
    • 0000328628 scopus 로고    scopus 로고
    • On the selection of an optimal wavelet basis for texture classification
    • Dec.
    • A. Mojsilovic, M. V. Popovic, and D. M. Rackov, "On the selection of an optimal wavelet basis for texture classification," IEEE Trans. Image Processing, vol. 9, pp. 2043-2050, Dec. 2000.
    • (2000) IEEE Trans. Image Processing , vol.9 , pp. 2043-2050
    • Mojsilovic, A.1    Popovic, M.V.2    Rackov, D.M.3
  • 31
    • 0026900840 scopus 로고
    • Performance evaluation for four classes of textural features
    • P. P. Ohanian and R. C. Dubes, "Performance evaluation for four classes of textural features," Pattern Recognit., vol. 25, no. 8, pp. 819-833, 1992.
    • (1992) Pattern Recognit. , vol.25 , Issue.8 , pp. 819-833
    • Ohanian, P.P.1    Dubes, R.C.2
  • 32
    • 0029669420 scopus 로고    scopus 로고
    • A comparative study of texture measures with classification based on feature distributions
    • T. Ojala, M. Pietikainen, and D. Harwood, "A comparative study of texture measures with classification based on feature distributions," Pattern Recognit., vol. 29, no. 1, pp. 51-59, 1996.
    • (1996) Pattern Recognit. , vol.29 , Issue.1 , pp. 51-59
    • Ojala, T.1    Pietikainen, M.2    Harwood, D.3
  • 33
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • B. A. Olshausen and D. J. Field, "Emergence of simple-cell receptive field properties by learning a sparse code for natural images," Nature, vol. 381, pp. 607-609, 1996.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 34
    • 0032663328 scopus 로고    scopus 로고
    • Filtering for texture classification: A comparative study
    • T. Randen and J. H. Husoy, "Filtering for texture classification: A comparative study," IEEE Trans. Pattern Recognit. Machine Intell., vol. 21, no. 4, pp. 291-310, 1999.
    • (1999) IEEE Trans. Pattern Recognit. Machine Intell. , vol.21 , Issue.4 , pp. 291-310
    • Randen, T.1    Husoy, J.H.2
  • 35
    • 0027387205 scopus 로고
    • A review of recent texture segmentation and feature extraction techniques
    • T. R. Reed and J. M. H. Du Buf, "A review of recent texture segmentation and feature extraction techniques," Comput. Vis., Graph., Image Process.: Image Understand., vol. 57, no. 3, pp. 359-372, 1993.
    • (1993) Comput. Vis., Graph., Image Process.: Image Understand. , vol.57 , Issue.3 , pp. 359-372
    • Reed, T.R.1    Du Buf, J.M.H.2
  • 36
    • 0033872313 scopus 로고    scopus 로고
    • Recognition without correspondence using multidimensional receptive field histograms
    • B. Schiele and J. L. Crowley, "Recognition without correspondence using multidimensional receptive field histograms," Int. J. Comput. Vis., vol. 36, no. 1, pp. 31-50, 2000.
    • (2000) Int. J. Comput. Vis. , vol.36 , Issue.1 , pp. 31-50
    • Schiele, B.1    Crowley, J.L.2
  • 38
    • 0032840587 scopus 로고    scopus 로고
    • Modeling and classifying color textures using random fields in a random environment
    • P.H. Suen and G. Healey, "Modeling and classifying color textures using random fields in a random environment," Pattern Recognit., vol. 32, no. 6, pp. 1009-1017, 1999.
    • (1999) Pattern Recognit. , vol.32 , Issue.6 , pp. 1009-1017
    • Suen, P.H.1    Healey, G.2
  • 40
    • 0003112904 scopus 로고
    • Texture analysis
    • C. H. Chen, L. F. Pau, and P. S. P. Wang, Eds, Singapore: World Scientific
    • _, "Texture analysis," in Handbook of Pattern Recognition and Computer Vision, C. H. Chen, L. F. Pau, and P. S. P. Wang, Eds, Singapore: World Scientific, 1993, pp. 235-276.
    • (1993) Handbook of Pattern Recognition and Computer Vision , pp. 235-276
  • 42
    • 0034223951 scopus 로고    scopus 로고
    • Equivalence of Julesz ensembles and FRAME models
    • Y. N. Wu, S. C. Zhu, and X. Liu, "Equivalence of Julesz ensembles and FRAME models," Int. J. Comput. Vis., vol. 38, no. 3, pp. 245-261, 2000.
    • (2000) Int. J. Comput. Vis. , vol.38 , Issue.3 , pp. 245-261
    • Wu, Y.N.1    Zhu, S.C.2    Liu, X.3
  • 43
    • 0034205013 scopus 로고    scopus 로고
    • Exploring texture ensembles by efficient Markov chain Monte Carlo
    • S. C. Zhu, X. Liu, and Y. Wu, "Exploring texture ensembles by efficient Markov chain Monte Carlo," IEEE Trans. Pattern Recognit. Machine Intell., vol. 22, pp. 554-569, 2000.
    • (2000) IEEE Trans. Pattern Recognit. Machine Intell. , vol.22 , pp. 554-569
    • Zhu, S.C.1    Liu, X.2    Wu, Y.3
  • 44
    • 0000806445 scopus 로고    scopus 로고
    • Minimax entropy principle and its application to texture modeling
    • S. C. Zhu, Y. N. Wu, and D. B. Mumford, "Minimax entropy principle and its application to texture modeling," Neural Comput., vol. 9, no. 8, pp. 1627-1660, 1997.
    • (1997) Neural Comput. , vol.9 , Issue.8 , pp. 1627-1660
    • Zhu, S.C.1    Wu, Y.N.2    Mumford, D.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.