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Volumn 4, Issue 7, 1995, Pages 947-964

Optimal Gabor Filters for Texture Segmentation

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BANDPASS FILTERS; COMPUTATIONAL COMPLEXITY; COMPUTER VISION; FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; IMAGE ANALYSIS; MATHEMATICAL MODELS; OPTIMAL SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

EID: 0029343445     PISSN: 10577149     EISSN: 19410042     Source Type: Journal    
DOI: 10.1109/83.392336     Document Type: Article
Times cited : (354)

References (43)
  • 2
    • 0025263482 scopus 로고
    • Multichannel texture analysis using localized spatial filters
    • Jan.
    • A. Bovik, M. Clark, and W. Geisler, “Multichannel texture analysis using localized spatial filters,” IEEE Trans. Patt. Anal. Machine Intell., vol. 12, pp. 55-73, Jan. 1990.
    • (1990) IEEE Trans. Patt. Anal. Machine Intell. , vol.12 , pp. 55-73
    • Bovik, A.1    Clark, M.2    Geisler, W.3
  • 3
    • 0001248329 scopus 로고
    • Text segmentation using Gabor filters for automatic document processing
    • A. K. Jain and S. Bhattacharjee, “Text segmentation using Gabor filters for automatic document processing,” Machine Vision Applications, vol. 5, pp. 169-184, 1992.
    • (1992) Machine Vision Applications , vol.5 , pp. 169-184
    • Jain, A.K.1    Bhattacharjee, S.2
  • 6
    • 0027677864 scopus 로고
    • Texture analysis and classification with tree-structured wavelet transform
    • Oct.
    • T. Chang and C. J. Kuo, “Texture analysis and classification with tree-structured wavelet transform,” IEEE Trans. Image Processing, vol. 2, pp. 429-441, Oct. 1993.
    • (1993) IEEE Trans. Image Processing , vol.2 , pp. 429-441
    • Chang, T.1    Kuo, C.J.2
  • 7
    • 0028381453 scopus 로고
    • Rotation and gray scale transform invariant texture identification using wavelet decomposition and hidden Markov model
    • Jan.
    • J. Chen and A. Kundu, “Rotation and gray scale transform invariant texture identification using wavelet decomposition and hidden Markov model,” IEEE Trans. Patt. Anal. Machine Intell., vol. 16, pp. 208-214, Jan. 1994.
    • (1994) IEEE Trans. Patt. Anal. Machine Intell. , vol.16 , pp. 208-214
    • Chen, J.1    Kundu, A.2
  • 8
    • 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. (London), vol. 197, pp. 551-566, 1968.
    • (1968) J. Physiol. (London) , vol.197 , pp. 551-566
    • Campbell, F.W.1    Robson, J.G.2
  • 9
    • 0023163667 scopus 로고
    • Spatial frequency channels and perceptual grouping in texture segregation
    • J. Beck, A. Sutter, and R. Ivry, “Spatial frequency channels and perceptual grouping in texture segregation,” Comput. Vision, Graphics, Image Processing, vol. 37, pp. 299-325, 1987.
    • (1987) Comput. Vision , vol.37 , pp. 299-325
    • Beck, J.1    Sutter, A.2    Ivry, R.3
  • 10
    • 0023016186 scopus 로고
    • Texture discrimination by Gabor functions
    • M. Turner, “Texture discrimination by Gabor functions,” Biol. Cybern., vol. 55, pp. 71-82, 1986.
    • (1986) Biol. Cybern. , vol.55 , pp. 71-82
    • Turner, M.1
  • 11
    • 0024314288 scopus 로고
    • Gabor filters as texture discriminator
    • I. Fogel and D. Sagi, “Gabor filters as texture discriminator,” Biol. Cybern., vol. 61, pp. 103-113, 1989.
    • (1989) Biol. Cybern. , vol.61 , pp. 103-113
    • Fogel, I.1    Sagi, D.2
  • 12
    • 0024896987 scopus 로고
    • Experiments in segmenting texton patterns using localized spatial filters
    • June
    • M. Clark and A. Bovik, “Experiments in segmenting texton patterns using localized spatial filters,” Patt. Recogn., vol. 22, pp. 707-717, June 1989.
    • (1989) Patt. Recogn. , vol.22 , pp. 707-717
    • Clark, M.1    Bovik, A.2
  • 13
    • 0025427592 scopus 로고
    • Preattentive texture discrimination with early vision mechanisms
    • May
    • J. Malik and P. Perona, “Preattentive texture discrimination with early vision mechanisms,” J. Opt. Soc. Amer. A, vol. 7, pp. 923-932, May 1990.
    • (1990) J. Opt. Soc. Amer. A , vol.7 , pp. 923-932
    • Malik, J.1    Perona, P.2
  • 14
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • A. K. Jain and F. Farrokhnia, “Unsupervised texture segmentation using Gabor filters,” Patt. Recogn., vol. 23, no. 12, pp. 1167-1186, 1991.
    • (1991) Patt. Recogn. , vol.23 , Issue.12 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 15
    • 0000293183 scopus 로고
    • Theory of communication
    • D. Gabor, “Theory of communication,” J. Inst. Elec. Eng. (London), vol. 93, pp. 429-457, 1946.
    • (1946) J. Inst. Elec. Eng. (London) , vol.93 , pp. 429-457
    • Gabor, D.1
  • 16
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency and orientation optimized by two-dimensional visual cortical filters
    • July
    • 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, pp. 1160-1169, July 1985.
    • (1985) J. Opt. Soc. Amer. A , vol.2 , pp. 1160-1169
    • Daugman, J.1
  • 17
    • 84889187156 scopus 로고
    • 2-D analysis of Gabor-filter output signatures for texture segmentation
    • Mar.
    • D. Dunn, W. Higgins, and J. Wakeley, “2-D analysis of Gabor-filter output signatures for texture segmentation,” in Proc. IEEE Int. Conf. Acoust., Speech Signal Processing, Mar. 1992, pp. 65-68, vol. III.
    • (1992) Proc. IEEE Int. Conf. Acoust. , vol.3 , pp. 65-68
    • Dunn, D.1    Higgins, W.2    Wakeley, J.3
  • 18
    • 0028380153 scopus 로고
    • Texture segmentation using 2-D Gabor elementary functions
    • Feb.
    • “Texture segmentation using 2-D Gabor elementary functions,” IEEE Trans. Patt. Anal. Machine Intell., vol. 16, pp. 130-149, Feb. 1994.
    • (1994) IEEE Trans. Patt. Anal. Machine Intell. , vol.16 , pp. 130-149
  • 19
    • 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, pp. 1362-1373, Aug. 1990.
    • (1990) J. Opt. Soc. Amer. A , vol.7 , pp. 1362-1373
    • Stork, D.G.1    Wilson, H.R.2
  • 20
    • 0020321451 scopus 로고
    • Theory of spatial position and spatial frequency relations in the receptive fields of simple cells in the visual cortex
    • J. J. Kulikowski, S. Marcelja, and P. Bishop, “Theory of spatial position and spatial frequency relations in the receptive fields of simple cells in the visual cortex,” Biol. Cybern., vol. 43, pp. 187-198, 1982.
    • (1982) Biol. Cybern. , vol.43 , pp. 187-198
    • Kulikowski, J.J.1    Marcelja, S.2    Bishop, P.3
  • 21
    • 0019083307 scopus 로고
    • Mathematical description of the responses of simple cortical cells
    • S. Marcelja, “Mathematical description of the responses of simple cortical cells,” J. Opt. Soc. Amer., vol. 70, no. 11, pp. 1297-1300, 1980.
    • (1980) J. Opt. Soc. Amer. , vol.70 , Issue.11 , pp. 1297-1300
    • Marcelja, S.1
  • 22
    • 0026399308 scopus 로고
    • Three-dimensional orientation from texture using Gabor wavelets
    • B. J. Super and A. C. Bovik, “Three-dimensional orientation from texture using Gabor wavelets,” in SPIE Conf. Visual Commun. Image Proc., vol. 1606, pp. 574-586, 1991.
    • (1991) SPIE Conf. Visual Commun. Image Proc. , vol.1606 , pp. 574-586
    • Super, B.J.1    Bovik, A.C.2
  • 23
    • 0026763627 scopus 로고
    • Localized measurement of emergent image frequencies by Gabor wavelets
    • Mar.
    • A. C. Bovik, N. Gopal, T. Emmoth, and A. Restrepo, “Localized measurement of emergent image frequencies by Gabor wavelets,” IEEE Trans. Inform. Theory, vol. 38, pp. 691-712, Mar. 1992.
    • (1992) IEEE Trans. Inform. Theory , vol.38 , pp. 691-712
    • Bovik, A.C.1    Gopal, N.2    Emmoth, T.3    Restrepo, A.4
  • 24
    • 0026958497 scopus 로고
    • Address block location on envelopes using Gabor filters
    • Dec.
    • A. K. Jain and S. Bhattacharjee, “Address block location on envelopes using Gabor filters,” Patt. Recogn., vol. 25, pp. 1459-1477, Dec. 1992.
    • (1992) Patt. Recogn. , vol.25 , pp. 1459-1477
    • Jain, A.K.1    Bhattacharjee, S.2
  • 25
    • 0001219606 scopus 로고
    • Wavelet and Gabor transforms for detection
    • Sept.
    • D. Casasent, J. Smokelin, and A. Ye, “Wavelet and Gabor transforms for detection,” Opt. Eng., vol. 31, pp. 1883-1898, Sept. 1992.
    • (1992) Opt. Eng. , vol.31 , pp. 1883-1898
    • Casasent, D.1    Smokelin, J.2    Ye, A.3
  • 26
    • 0026958628 scopus 로고
    • Gabor filter-based edge detection
    • Dec.
    • R. Mehrotra, K. Namuduri, and H. Ranganathan, “Gabor filter-based edge detection,” Patt. Recogn., vol. 25, pp. 1479-1494, Dec. 1992.
    • (1992) Patt. Recogn. , vol.25 , pp. 1479-1494
    • Mehrotra, R.1    Namuduri, K.2    Ranganathan, H.3
  • 27
    • 70449342290 scopus 로고
    • Designing Gabor filters for texture segmentation
    • D. F. Dunn, “Designing Gabor filters for texture segmentation,” Ph.D. thesis, Penn. State Univ., 1992.
    • (1992) Ph.D. thesis
    • Dunn, D.F.1
  • 29
    • 0022808786 scopus 로고
    • A computational approach to edge detection
    • Nov.
    • J. Canny, “A computational approach to edge detection,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-8, pp. 679-698, Nov. 1986.
    • (1986) IEEE Trans. Patt. Anal. Machine Intell. , vol.PAMI-8 , pp. 679-698
    • Canny, J.1
  • 30
    • 0026219642 scopus 로고
    • Analysis of multichannel narrow-band filters for image texture segmentation
    • Sept.
    • A. C. Bovik, “Analysis of multichannel narrow-band filters for image texture segmentation,” IEEE Trans. Signal Processing, vol. 39, pp. 2025-2043, Sept. 1991.
    • (1991) IEEE Trans. Signal Processing , vol.39 , pp. 2025-2043
    • Bovik, A.C.1
  • 31
    • 84941608116 scopus 로고
    • Optimal Gabor-filter design for texture segmentation
    • June
    • D. Dunn and W. Higgins, “Optimal Gabor-filter design for texture segmentation.” Dept, of Electrical and Computer Engineering, Penn State Univ., Tech Report ENG 93-116, June 1993.
    • (1993) Dept
    • Dunn, D.1    Higgins, W.2
  • 35
    • 0017344415 scopus 로고
    • Distribution of the chi-squared test in nonstandard situations
    • L. Molinari, “Distribution of the chi-squared test in nonstandard situations,” Biometrika, vol. 64, p. 115, 1977.
    • (1977) Biometrika , vol.64 , pp. 115
    • Molinari, L.1
  • 39
    • 0028580899 scopus 로고
    • Efficient Gabor filter design using Rician output statistics
    • May
    • T. Weldon, W. Higgins, and D. Dunn, “Efficient Gabor filter design using Rician output statistics,” in Proc. IEEE Int. Symp. Circuits Syst., London, England, May 30-June 2, 1994, pp. 25-28, vol. 3.
    • (1994) Proc. IEEE Int. Symp. Circuits Syst. , vol.3 , pp. 25-28
    • Weldon, T.1    Higgins, W.2    Dunn, D.3
  • 40
    • 84941608117 scopus 로고
    • Pitfalls using Brodatz textures in computer-vision research
    • June
    • D. Dunn, T. Weldon, and W. Higgins, “Pitfalls using Brodatz textures in computer-vision research,” Dept. of Comput. Sci. and Eng., Penn State Univ., Tech. Rep. CSE-94-038, June 1994.
    • (1994) Dept. of Comput. Sci. and Eng.
    • Dunn, D.1    Weldon, T.2    Higgins, W.3
  • 42
    • 0027191574 scopus 로고
    • Optimal Gabor-filter design for texture segmentation
    • Apr.
    • D. Dunn and W. Higgins, “Optimal Gabor-filter design for texture segmentation,” in IEEE Int. Conf. Acoust., Speech Signal Processing, Minneapolis, MN, Apr. 1993, pp. 37-40, vol. V.
    • (1993) IEEE Int. Conf. Acoust. , vol.5 , pp. 37-40
    • Dunn, D.1    Higgins, W.2
  • 43
    • 84997270858 scopus 로고
    • Multiscale Rician approach to Gabor filter design for texture segmentation
    • Nov.
    • T. Weldon and W. Higgins, “Multiscale Rician approach to Gabor filter design for texture segmentation,” in Proc. IEEE Int. Conf. Image Processing, Austin, TX, Nov. 13-16, 1994, pp. 620-624, vol. II.
    • (1994) Proc. IEEE Int. Conf. Image Processing , vol.2 , pp. 620-624
    • Weldon, T.1    Higgins, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.