메뉴 건너뛰기




Volumn 5, Issue 12, 1996, Pages 1625-1636

Segmentation of Gabor-filtered textures using deterministic relaxation

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; IMAGE ANALYSIS; IMAGE QUALITY; MARKOV PROCESSES; MATHEMATICAL MODELS; NEURAL NETWORKS; PROBABILITY;

EID: 0030408543     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.544570     Document Type: Article
Times cited : (67)

References (34)
  • 1
    • 0002045622 scopus 로고
    • Computer description of textured surfaces
    • Stanford, CA, Aug.
    • R. Bajcsy, "Computer description of textured surfaces," in Proc. Int. Joint Conf. Artificial Intell., Stanford, CA, Aug. 1973, pp. 20-23.
    • (1973) Proc. Int. Joint Conf. Artificial Intell. , pp. 20-23
    • Bajcsy, R.1
  • 2
    • 0014855810 scopus 로고
    • Texture as a discriminant of crops on radar imagery
    • Oct.
    • D. H. Berger, "Texture as a discriminant of crops on radar imagery," IEEE Trans. Geosci. Electr., vol. GE-8, no. 4, pp. 344-348, Oct. 1970.
    • (1970) IEEE Trans. Geosci. Electr. , vol.GE-8 , Issue.4 , pp. 344-348
    • Berger, D.H.1
  • 4
    • 0025263482 scopus 로고
    • Multichannel texture analysis using localized spatial filters
    • Jan.
    • _, "Multichannel texture analysis using localized spatial filters," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, no. 1, pp. 55-73, Jan. 1990.
    • (1990) IEEE Trans. Pattern Anal. Machine Intell. , vol.12 , Issue.1 , pp. 55-73
  • 5
    • 0014318802 scopus 로고
    • Application of Fourier analysis of the visibility of gratings
    • F. W. Campbell and J. G. Robson, "Application of Fourier analysis of the visibility of gratings," J. Phys., London, vol. 197, pp. 551-556, 1968.
    • (1968) J. Phys., London , vol.197 , pp. 551-556
    • Campbell, F.W.1    Robson, J.G.2
  • 6
    • 0003267644 scopus 로고
    • Texture segmentation with neural networks
    • Bart Kosko, Ed. Englewood Cliffs, NJ: Prentice-Hall
    • R. Chellappa, B. S. Manjunath, and T. Simchony, "Texture segmentation with neural networks," in Neural Networks for Signal Proc., Bart Kosko, Ed. Englewood Cliffs, NJ: Prentice-Hall, 1992.
    • (1992) Neural Networks for Signal Proc.
    • Chellappa, R.1    Manjunath, B.S.2    Simchony, T.3
  • 7
    • 0022219575 scopus 로고
    • A spatial filtering approach to texture analysis
    • J. M. Coggins and A. K. Jain, "A spatial filtering approach to texture analysis," Pattern Recog. Lett., vol. 3, pp. 195-203, 1985.
    • (1985) Pattern Recog. Lett. , vol.3 , pp. 195-203
    • Coggins, J.M.1    Jain, A.K.2
  • 9
    • 0018925643 scopus 로고
    • Two-dimensional spectral analysis of cortical receptive field profiles
    • J. G. Daugman, "Two-dimensional spectral analysis of cortical receptive field profiles," Vision Res., vol. 20, pp. 847-856, 1980.
    • (1980) Vision Res. , vol.20 , pp. 847-856
    • Daugman, J.G.1
  • 10
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial-frequency, and orientation optimized by two-dimensional visual cortical filters
    • July
    • _, "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. 1160-1169, July 1985.
    • (1985) J. Opt. Soc. Amer. (A) , vol.2 , Issue.7 , pp. 1160-1169
  • 11
    • 21844446563 scopus 로고
    • Neural network recognition of textured images using third order cumulants as functional links
    • San Francisco, CA
    • F. A. DeCosta and M. F. Chouikha, "Neural network recognition of textured images using third order cumulants as functional links," in Proc. Int. Conf. Acoust., Speech, Signal Proc., San Francisco, CA, 1992, vol. 4, pp. 77-80.
    • (1992) Proc. Int. Conf. Acoust., Speech, Signal Proc. , vol.4 , pp. 77-80
    • DeCosta, F.A.1    Chouikha, M.F.2
  • 12
    • 0018589646 scopus 로고
    • Hierarchical organization and functional streams in the visual cortex
    • D. Van Essen, "Hierarchical organization and functional streams in the visual cortex," Ann. Rev. Neurosci., vol. 2, pp. 227-263, 1979.
    • (1979) Ann. Rev. Neurosci. , vol.2 , pp. 227-263
    • Van Essen, D.1
  • 13
    • 0000293183 scopus 로고
    • Theory of communication
    • D. Gabor, "Theory of communication," J. IEE, vol. 93, pp. 429-459, 1946.
    • (1946) J. IEE , vol.93 , pp. 429-459
    • 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. PAMI-6, pp. 721-741, 1984.
    • (1984) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 15
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • May
    • R. M. Haralick, "Statistical and structural approaches to texture," Proc. IEEE, vol. 67, no. 5, pp. 786-804, May 1979.
    • (1979) Proc. IEEE , vol.67 , Issue.5 , pp. 786-804
    • Haralick, R.M.1
  • 17
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Apr.
    • J. J. Hopfield, "Neural networks and physical systems with emergent collective computational abilities," in Proc. Nat. Acad. Sci., Apr. 1982, vol. 79, pp. 2554-2558.
    • (1982) Proc. Nat. Acad. Sci. , vol.79 , pp. 2554-2558
    • Hopfield, J.J.1
  • 18
    • 0023825353 scopus 로고
    • Joint spatial/spatial frequency representations
    • Jan.
    • L. D. Jacobson and H. Wechsler, "Joint spatial/spatial frequency representations," Signal Processing, vol. 14, no. 1, pp. 37-68, Jan. 1988.
    • (1988) Signal Processing , vol.14 , Issue.1 , pp. 37-68
    • Jacobson, L.D.1    Wechsler, H.2
  • 19
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • A. K. Jain and F. Farrokhnia, "Unsupervised texture segmentation using Gabor filters," Pattern Recog., vol. 24, pp. 1167-1186, 1991.
    • (1991) Pattern Recog. , vol.24 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 21
    • 0024715149 scopus 로고
    • Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing
    • Aug.
    • S. Lakshmanan and H. Denn, "Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, no. 8, pp. 799-813, Aug. 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , Issue.8 , pp. 799-813
    • Lakshmanan, S.1    Denn, H.2
  • 22
    • 0004282725 scopus 로고
    • Tech. Rep. USCIPI Rep. 940, Image Processing Inst., Univ. Southern Calif., Los Angeles, CA
    • K. I. Laws, "Textured image segmentation," Tech. Rep. USCIPI Rep. 940, Image Processing Inst., Univ. Southern Calif., Los Angeles, CA, 1980.
    • (1980) Textured Image Segmentation
    • Laws, K.I.1
  • 23
    • 0024904699 scopus 로고
    • Multifrequency channel decompositions of images and wavelet models
    • Dec.
    • S. G. Mallat, "Multifrequency channel decompositions of images and wavelet models," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, no. 12, pp. 2091-2110, Dec. 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Processing , vol.37 , Issue.12 , pp. 2091-2110
    • Mallat, S.G.1
  • 24
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • July
    • _, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, no. 7, pp. 674-693, July 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , Issue.7 , pp. 674-693
  • 25
    • 0020970727 scopus 로고
    • Visual cortical neurons as localized spatial frequency filters
    • Sept.
    • D. A. Pollen and S. F. Ronner, "Visual cortical neurons as localized spatial frequency filters," IEEE Trans. Syst., Man, Cybern., vol. SMC-13, no. 5, Sept. 1983.
    • (1983) IEEE Trans. Syst., Man, Cybern. , vol.SMC-13 , Issue.5
    • Pollen, D.A.1    Ronner, S.F.2
  • 26
    • 0028835065 scopus 로고
    • A combined neural network approach for texture classification
    • P. P. Raghu, R. Poongodi, and B. Yegnanarayana, "A combined neural network approach for texture classification," Neural Networks, vol. 8, no. 6, pp. 975-987, 1995.
    • (1995) Neural Networks , vol.8 , Issue.6 , pp. 975-987
    • Raghu, P.P.1    Poongodi, R.2    Yegnanarayana, B.3
  • 27
    • 0000646059 scopus 로고
    • Learning internal representations by error propagations
    • J. L. McClelland and D. E. Rumelhart, Eds. Cambridge, MA: MIT Press, ch. 8
    • D. E. Rumelhart, G. E. Hinton, and R. J. William, "Learning internal representations by error propagations," in Parallel Distributed Processing, J. L. McClelland and D. E. Rumelhart, Eds. Cambridge, MA: MIT Press, 1986, vol. 1, ch. 8, pp. 318-362.
    • (1986) Parallel Distributed Processing , vol.1 , pp. 318-362
    • Rumelhart, D.E.1    Hinton, G.E.2    William, R.J.3
  • 28
    • 0017904998 scopus 로고
    • Image segmentation and feature extraction
    • J. Sklansky, "Image segmentation and feature extraction," IEEE Trans. System, Man, Cybern., vol. 8, pp. 237-247, 1978.
    • (1978) IEEE Trans. System, Man, Cybern. , vol.8 , pp. 237-247
    • Sklansky, J.1
  • 29
    • 0025468933 scopus 로고
    • Do Gabor functions provide appropriate descriptions of visual cortical receptive fields?
    • Aug.
    • D. G. Stork and H. R. Wilson, "Do Gabor functions provide appropriate descriptions of visual cortical receptive fields?," J. Opt. Soc. Amer. A, vol. 7, no. 8, pp. 1362-1373, Aug. 1990.
    • (1990) J. Opt. Soc. Amer. A , vol.7 , Issue.8 , pp. 1362-1373
    • Stork, D.G.1    Wilson, H.R.2
  • 30
    • 0023016186 scopus 로고
    • Texture discrimination by Gabor functions
    • M. R. Turner, "Texture discrimination by Gabor functions," Biol. Cybern., vol. 55, pp. 71-82, 1986.
    • (1986) Biol. Cybern. , vol.55 , pp. 71-82
    • Turner, M.R.1
  • 31
    • 0020045244 scopus 로고
    • Spatial frequency selectivity of cells in macaque visual cortex
    • R. L. De Valois, D. G. Albrecht, and L. G. Thorell, "Spatial frequency selectivity of cells in macaque visual cortex," Vision Res., vol. 22, pp. 545-559, 1982.
    • (1982) Vision Res. , vol.22 , pp. 545-559
    • De Valois, R.L.1    Albrecht, D.G.2    Thorell, L.G.3
  • 32
    • 0025535352 scopus 로고
    • A texture classifier based on neural network principles
    • San Diego, CA, June
    • A. Visa, "A texture classifier based on neural network principles," in Proc. Int. Joint Conf. Neural Networks, San Diego, CA, vol. 1, June 1990, pp. 491-496.
    • (1990) Proc. Int. Joint Conf. Neural Networks , vol.1 , pp. 491-496
    • Visa, A.1
  • 33
    • 0016939601 scopus 로고
    • A comparative study of texture measures for terrain classification
    • J. S. Weszka, C. R. Dyer, and A. Rosenfeld, "A comparative study of texture measures for terrain classification," IEEE Trans. Syst., Man, Cybern., vol. SMC-6, pp. 269-285, 1976.
    • (1976) IEEE Trans. Syst., Man, Cybern. , vol.SMC-6 , pp. 269-285
    • Weszka, J.S.1    Dyer, C.R.2    Rosenfeld, A.3
  • 34
    • 0015316602 scopus 로고
    • Two-dimensional discrete Markov random fields
    • Mar.
    • J. W. Woods, "Two-dimensional discrete Markov random fields," IEEE Trans. Inform. Theory, vol. IT-18, pp. 232-240, Mar. 1972.
    • (1972) IEEE Trans. Inform. Theory , vol.IT-18 , pp. 232-240
    • Woods, J.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.