메뉴 건너뛰기




Volumn 5007, Issue , 2003, Pages 340-351

Perceptual Color and Spatial Texture Features for Segmentation

Author keywords

Adaptive clustering algorithm; CBIR; Local median energy; Optimal color composition distance; Spatially adaptive dominant colors; Steerable decomposition

Indexed keywords

ADAPTIVE ALGORITHMS; COLOR IMAGE PROCESSING; CONTENT BASED RETRIEVAL; FEATURE EXTRACTION;

EID: 0242576538     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.485528     Document Type: Conference Paper
Times cited : (5)

References (61)
  • 4
    • 0027677864 scopus 로고
    • Texture analysis and classification with tree-structured wavelet transform
    • Oct.
    • T. Chang and C.-C. J. Kuo, "Texture analysis and classification with tree-structured wavelet transform," IEEE Trans. Image Processing 2, pp. 429-441, Oct. 1993.
    • (1993) IEEE Trans. Image Processing , vol.2 , pp. 429-441
    • Chang, T.1    Kuo, C.-C.J.2
  • 5
    • 0029409269 scopus 로고
    • Texture classification and segmentation using wavelet frames
    • Nov.
    • M. Unser, "Texture classification and segmentation using wavelet frames," IEEE Trans. Image Proc. 4, pp. 1549-1560, Nov. 1995.
    • (1995) IEEE Trans. Image Proc. , vol.4 , pp. 1549-1560
    • Unser, M.1
  • 6
    • 0032667040 scopus 로고    scopus 로고
    • Texture segmentation using filters with optimized energy separation
    • Apr.
    • T. Randen and J. H. Husoy, "Texture segmentation using filters with optimized energy separation," IEEE Trans on Image Processing 8, pp. 571-582, Apr. 1999.
    • (1999) IEEE Trans on Image Processing , vol.8 , pp. 571-582
    • Randen, T.1    Husoy, J.H.2
  • 7
    • 0026842556 scopus 로고
    • An adaptive clustering algorithm for image segmentation
    • Apr.
    • T. N. Pappas, "An adaptive clustering algorithm for image segmentation," IEEE Trans. Signal Processing SP-40, pp. 901-914, Apr. 1992.
    • (1992) IEEE Trans. Signal Processing , vol.SP-40 , pp. 901-914
    • Pappas, T.N.1
  • 9
    • 0030719604 scopus 로고    scopus 로고
    • Robust analysis of feature spaces: Color image segmentation
    • San Juan, Puerto Rico, June
    • D. Comaniciu and P. Meer, "Robust analysis of feature spaces: Color image segmentation," in IEEE Conf. Computer Vision and pattern Recognition, pp. 750-755, (San Juan, Puerto Rico), June 1997.
    • (1997) IEEE Conf. Computer Vision and Pattern Recognition , pp. 750-755
    • Comaniciu, D.1    Meer, P.2
  • 10
    • 0032310565 scopus 로고    scopus 로고
    • Color- and texture-based image segmentation using EM and its application to content based image retrieval
    • S. Belongie, C. Carson, H. Greenspan, and J. Malik, "Color- and texture-based image segmentation using EM and its application to content based image retrieval," in ICCV, pp. 675-682, 1998.
    • (1998) ICCV , pp. 675-682
    • Belongie, S.1    Carson, C.2    Greenspan, H.3    Malik, J.4
  • 11
    • 0035423154 scopus 로고    scopus 로고
    • Unsupervised segmentation of color-texture regions in images and video
    • Aug.
    • Y. Deng and B. S. Manjunath, "Unsupervised segmentation of color-texture regions in images and video," IEEE Trans. Pattern Analysis and Machine Intel. 23, pp. 800-810, Aug. 2001.
    • (2001) IEEE Trans. Pattern Analysis and Machine Intel. , vol.23 , pp. 800-810
    • Deng, Y.1    Manjunath, B.S.2
  • 12
    • 0036451710 scopus 로고    scopus 로고
    • Adaptive image segmentation based on color and texture
    • Rochester, NY, Sept.
    • J. Chen and T. N. Pappas, "Adaptive image segmentation based on color and texture," in Proc. ICIP-02, III, pp. 777-780, (Rochester, NY), Sept. 2002.
    • (2002) Proc. ICIP-02 , vol.3 , pp. 777-780
    • Chen, J.1    Pappas, T.N.2
  • 13
    • 0035172163 scopus 로고    scopus 로고
    • Capturing image semantics with low-level descriptors
    • Thessaloniki, Greece, Oct.
    • A. Mojsilovic and B. Rogowitz, "Capturing image semantics with low-level descriptors," in Proc. ICIP-01, pp. 18-21, (Thessaloniki, Greece), Oct. 2001.
    • (2001) Proc. ICIP-01 , pp. 18-21
    • Mojsilovic, A.1    Rogowitz, B.2
  • 15
    • 0027166611 scopus 로고
    • The QBIC project: Quering images by content using color, texture, and shape
    • Storage and Retrieval for Image and Video Data Bases, San Jose, CA
    • W. Niblack, R. Berber, W. Equitz, M. Flickner, E. Glaman, D. Petkovic, and P. Yanker, "The QBIC project: Quering images by content using color, texture, and shape," in Storage and Retrieval for Image and Video Data Bases, Proc. SPIE, Vol. 1908, pp. 173-187, (San Jose, CA), 1993.
    • (1993) Proc. SPIE , vol.1908 , pp. 173-187
    • Niblack, W.1    Berber, R.2    Equitz, W.3    Flickner, M.4    Glaman, E.5    Petkovic, D.6    Yanker, P.7
  • 19
    • 0029288448 scopus 로고
    • Color concept retrieval by free color naming
    • G. Derefeldt and T. Swartling, "Color concept retrieval by free color naming," Displays 16, pp. 69-77, 1995.
    • (1995) Displays , vol.16 , pp. 69-77
    • Derefeldt, G.1    Swartling, T.2
  • 20
    • 0033719329 scopus 로고    scopus 로고
    • Computing color categories
    • Human Vision and Electronic Imaging V, B. E. Rogowitz and T. N. Pappas, eds., San Jose, CA, Jan.
    • S. N. Yendrikhovskij, "Computing color categories," in Human Vision and Electronic Imaging V, B. E. Rogowitz and T. N. Pappas, eds., Proc. SPIE Vol. 3959, (San Jose, CA), Jan. 2000.
    • (2000) Proc. SPIE , vol.3959
    • Yendrikhovskij, S.N.1
  • 22
    • 58749117014 scopus 로고    scopus 로고
    • Tools for texture/color based search of images
    • Human Vision and Electronic Imaging II, B. E. Rogowitz and T. N. Pappas, eds., San Jose, CA), Feb.
    • W. Y. Ma, Y. Deng, and B. S. Manjunath, "Tools for texture/color based search of images," in Human Vision and Electronic Imaging II, B. E. Rogowitz and T. N. Pappas, eds., Proc. SPIE, Vol. 3016, pp. 496-507, (San Jose, CA), Feb. 1997.
    • (1997) Proc. SPIE , vol.3016 , pp. 496-507
    • Ma, W.Y.1    Deng, Y.2    Manjunath, B.S.3
  • 25
    • 0018918171 scopus 로고
    • An algorithm for vector quantizer design
    • Jan.
    • Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Trans. Commun. COM-28, pp. 84-95, Jan. 1980.
    • (1980) IEEE Trans. Commun. , vol.COM-28 , pp. 84-95
    • Linde, Y.1    Buzo, A.2    Gray, R.M.3
  • 26
    • 0021412027 scopus 로고
    • Vector quantization
    • Apr.
    • R. M. Gray, "Vector quantization," IEEE ASSP Mag. 1, pp. 4-29, Apr. 1984.
    • (1984) IEEE ASSP Mag. , vol.1 , pp. 4-29
    • Gray, R.M.1
  • 27
    • 0036870576 scopus 로고    scopus 로고
    • Extraction of perceptually important colors and similarity measurement for image matching, retrieval, and analysis
    • Nov.
    • A. Mojsilović, J. Hu, and E. Soljanin, "Extraction of perceptually important colors and similarity measurement for image matching, retrieval, and analysis," IEEE Trans. Image Proc. 11, pp. 1238-1248, Nov. 2002.
    • (2002) IEEE Trans. Image Proc. , vol.11 , pp. 1238-1248
    • Mojsilović, A.1    Hu, J.2    Soljanin, E.3
  • 29
    • 0020091126 scopus 로고
    • Vector quantizers and predictive quantizers for Gauss-Markov sources
    • Feb.
    • R. M. Gray and Y. Linde, "Vector quantizers and predictive quantizers for Gauss-Markov sources," IEEE Trans. Commun. COM-30, pp. 381-389, Feb. 1982.
    • (1982) IEEE Trans. Commun. , vol.COM-30 , pp. 381-389
    • Gray, R.M.1    Linde, Y.2
  • 33
    • 0023016186 scopus 로고
    • Texture discrimination by Gabor functions
    • M. R. Turner, "Texture discrimination by Gabor functions," Biol. Cybern. 55, pp. 71-82, 1986.
    • (1986) Biol. Cybern. , vol.55 , pp. 71-82
    • Turner, M.R.1
  • 34
    • 0025427592 scopus 로고
    • Preattentive texture discrimination with early vision mechanisms
    • J. Malik and P. Perona, "Preattentive texture discrimination with early vision mechanisms," Journal of the Optical Society of America A 7, pp. 923-932, 1990.
    • (1990) Journal of the Optical Society of America A , vol.7 , pp. 923-932
    • Malik, J.1    Perona, P.2
  • 35
    • 0242583286 scopus 로고
    • Pure orientation filtering: A scale invariant image-processing tool for perception research and data compression
    • J. G. Daugman and D. M. Kammen, "Pure orientation filtering: A scale invariant image-processing tool for perception research and data compression," Behavior Research Methods, Instruments, and Computers 18(6), pp. 559-564, 1986.
    • (1986) Behavior Research Methods, Instruments, and Computers , vol.18 , Issue.6 , pp. 559-564
    • Daugman, J.G.1    Kammen, D.M.2
  • 36
    • 0024475994 scopus 로고
    • Localized texture processing in vision: Analysis and synthesis in gaborian space
    • M. Porat and Y. Y. Zeevi, "Localized texture processing in vision: Analysis and synthesis in gaborian space," IEEE Trans. Biomed. Eng. 36(1), pp. 115-129, 1989.
    • (1989) IEEE Trans. Biomed. Eng. , vol.36 , Issue.1 , pp. 115-129
    • Porat, M.1    Zeevi, Y.Y.2
  • 37
    • 0029343445 scopus 로고
    • Optimal Gabor filters for texture segmentation
    • July
    • D. Dunn and W. E. Higgins, "Optimal Gabor filters for texture segmentation," IEEE Trans. Image Processing 4, pp. 947-964, July 1995.
    • (1995) IEEE Trans. Image Processing , vol.4 , pp. 947-964
    • Dunn, D.1    Higgins, W.E.2
  • 38
    • 0000290549 scopus 로고    scopus 로고
    • Texture synthesis-by-analysis based on a multiscale early-vision model
    • J. Portilla, R. Navarro, O. Nestares, and A. Tabernero, "Texture synthesis-by-analysis based on a multiscale early-vision model," Optical Engineering 35(8), pp. 2403-2417, 1996.
    • (1996) Optical Engineering , vol.35 , Issue.8 , pp. 2403-2417
    • Portilla, J.1    Navarro, R.2    Nestares, O.3    Tabernero, A.4
  • 39
    • 0024072160 scopus 로고
    • Texture synthesis using hierarchical linear transforms
    • D. Cano and T. H. Minh, "Texture synthesis using hierarchical linear transforms," Signal Processing 15, pp. 131-148, 1988.
    • (1988) Signal Processing , vol.15 , pp. 131-148
    • Cano, D.1    Minh, T.H.2
  • 40
    • 84892838207 scopus 로고
    • Novel cluster-based probability model for texture synthesis, classification, and compression
    • Cambridge, MA
    • K. Popat and R. W. Picard, "Novel cluster-based probability model for texture synthesis, classification, and compression," in Proc. SPIE Visual Communications '93, (Cambridge, MA), 1993.
    • (1993) Proc. SPIE Visual Communications '93
    • Popat, K.1    Picard, R.W.2
  • 41
    • 0029493089 scopus 로고
    • Pyramid-based texture analysis/synthesis
    • Washington, DC, Oct.
    • D. J. Heeger and J. R. Bergen, "Pyramid-based texture analysis/synthesis," in Proc. ICIP-95, vol. III, pp. 648-651, (Washington, DC), Oct. 1995.
    • (1995) Proc. ICIP-95 , vol.3 , pp. 648-651
    • Heeger, D.J.1    Bergen, J.R.2
  • 42
    • 0029703434 scopus 로고    scopus 로고
    • Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling
    • S. Zhu, Y. N. Wu, and D. Mumford, "Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling," in IEEE Conf. Computer Vision and pattern Recognition, pp. 693-696, 1996.
    • (1996) IEEE Conf. Computer Vision and Pattern Recognition , pp. 693-696
    • Zhu, S.1    Wu, Y.N.2    Mumford, D.3
  • 44
    • 0034291204 scopus 로고    scopus 로고
    • A parametric texture model based on joint statictics of complex wavelet coefficients
    • Oct.
    • J. Portilla and E. P. Simoncelli, "A parametric texture model based on joint statictics of complex wavelet coefficients," Int. J. Computer Vision 40, pp. 49-71, Oct. 2000.
    • (2000) Int. J. Computer Vision , vol.40 , pp. 49-71
    • Portilla, J.1    Simoncelli, E.P.2
  • 45
    • 0001774192 scopus 로고    scopus 로고
    • Perceptual criteria for image quality evaluation
    • A. C. Bovik, ed., Academic Press
    • T. N. Pappas and R. J. Safranek, "Perceptual criteria for image quality evaluation," in Handbook of Image and Video Processing, A. C. Bovik, ed., pp. 669-684, Academic Press, 2000.
    • (2000) Handbook of Image and Video Processing , pp. 669-684
    • Pappas, T.N.1    Safranek, R.J.2
  • 46
    • 0023422157 scopus 로고
    • The cortex transform: Rapid computation of simulated neural images
    • A. B. Watson, "The cortex transform: Rapid computation of simulated neural images," Computer Vision, Graphics, and Image Processing 39, pp. 311-327, 1987.
    • (1987) Computer Vision, Graphics, and Image Processing , vol.39 , pp. 311-327
    • Watson, A.B.1
  • 49
    • 0029487233 scopus 로고
    • The steerable pyramid: A flexible architecture for multi-scale derivative computation
    • Washington, DC, Oct.
    • E. P. Simoncelli and W. T. Freeman, "The steerable pyramid: A flexible architecture for multi-scale derivative computation," in Proc. ICIP-95, vol. III, pp. 444-447, (Washington, DC), Oct. 1995.
    • (1995) Proc. ICIP-95 , vol.3 , pp. 444-447
    • Simoncelli, E.P.1    Freeman, W.T.2
  • 50
    • 0024884946 scopus 로고
    • A perceptually tuned sub-band image coder with image dependent quantization and post-quantization data compression
    • Glasgow, Scotland, May
    • R. J. Safranek and J. D. Johnston, "A perceptually tuned sub-band image coder with image dependent quantization and post-quantization data compression," in Proc. ICASSP-89, 3, pp. 1945- 1948, (Glasgow, Scotland), May 1989.
    • (1989) Proc. ICASSP-89 , vol.3 , pp. 1945-1948
    • Safranek, R.J.1    Johnston, J.D.2
  • 51
    • 85076054853 scopus 로고
    • DCT quantization matrices visually optimized for individual images
    • Human Vision, Visual Proc., and Digital Display IV, J. P. Allebach and B. E. Rogowitz, eds., San Jose, CA, Feb.
    • A. B. Watson, "DCT quantization matrices visually optimized for individual images," in Human Vision, Visual Proc., and Digital Display IV, J. P. Allebach and B. E. Rogowitz, eds., Proc. SPIE, Vol. 1913, pp. 202-216, (San Jose, CA), Feb. 1993.
    • (1993) Proc. SPIE , vol.1913 , pp. 202-216
    • Watson, A.B.1
  • 52
    • 0003025982 scopus 로고
    • A JPEG compliant encoder utilizing perceptually based quantization
    • Human Vision, Visual Proc., and Digital Display V, B. E. Rogowitz and J. P. Allebach, eds., San Jose, CA, Feb.
    • R. J. Safranek, "A JPEG compliant encoder utilizing perceptually based quantization," in Human Vision, Visual Proc., and Digital Display V, B. E. Rogowitz and J. P. Allebach, eds., Proc. SPIE, Vol. 2179, pp. 117-126, (San Jose, CA), Feb. 1994.
    • (1994) Proc. SPIE , vol.2179 , pp. 117-126
    • Safranek, R.J.1
  • 53
    • 0028467988 scopus 로고
    • Perceptual coding of images for halftone display
    • July
    • D. L. Neuhoff and T. N. Pappas, "Perceptual coding of images for halftone display," IEEE Tr. Im. Proc. 3, pp. 341-354, July 1994.
    • (1994) IEEE Tr. Im. Proc. , vol.3 , pp. 341-354
    • Neuhoff, D.L.1    Pappas, T.N.2
  • 54
    • 0030410231 scopus 로고    scopus 로고
    • Perceptual adaptive JPEG coding
    • Lausanne, Switzerland, Sept.
    • R. Rosenholtz and A. B. Watson, "Perceptual adaptive JPEG coding," in Proc. ICIP-96, vol. I, pp. 901-904, (Lausanne, Switzerland), Sept. 1996.
    • (1996) Proc. ICIP-96 , vol.1 , pp. 901-904
    • Rosenholtz, R.1    Watson, A.B.2
  • 55
    • 0031382650 scopus 로고    scopus 로고
    • Apic: Adaptive perceptual image coding based on subband decomposition with locally adaptive perceptual weighting
    • Santa Barbara, CA, Oct.
    • I. Höntsch and L. J. Karam, "Apic: Adaptive perceptual image coding based on subband decomposition with locally adaptive perceptual weighting," in Proc. ICIP-97, vol. I, pp. 37-40, (Santa Barbara, CA), Oct. 1997.
    • (1997) Proc. ICIP-97 , vol.1 , pp. 37-40
    • Höntsch, I.1    Karam, L.J.2
  • 56
    • 0031340564 scopus 로고    scopus 로고
    • A perceptually tuned embedded zerotree image coder
    • Santa Barbara, CA, Oct.
    • I. Höntsch, L. J. Karam, and R. J. Safranek, "A perceptually tuned embedded zerotree image coder," in Proc. ICIP-97, vol. I, pp. 41-44, (Santa Barbara, CA), Oct. 1997.
    • (1997) Proc. ICIP-97 , vol.1 , pp. 41-44
    • Höntsch, I.1    Karam, L.J.2    Safranek, R.J.3
  • 58
    • 0000325441 scopus 로고
    • Non-linearities in texture segregation
    • G. R. Bock and J. A. Goode, eds., New York: Wiley
    • N. Graham, "Non-linearities in texture segregation," in CBIA Foundation Symposium, G. R. Bock and J. A. Goode, eds., 184, pp. 309-329, New York: Wiley, 1994.
    • (1994) CBIA Foundation Symposium , vol.184 , pp. 309-329
    • Graham, N.1
  • 59
    • 0031986314 scopus 로고    scopus 로고
    • Spatial summation in simple(fourier) and complex(non-fourier) texture channels
    • N. Graham and A. Sutter, "Spatial summation in simple(fourier) and complex(non-fourier) texture channels," Vision Research 38, pp. 231-257, 1998.
    • (1998) Vision Research , vol.38 , pp. 231-257
    • Graham, N.1    Sutter, A.2
  • 60
    • 0033854480 scopus 로고    scopus 로고
    • Normalization: Contrast-gain control in simple(fourier) and complex(non-fourier) pathways of patter vision
    • N. Graham and A. Sutter, "Normalization: contrast-gain control in simple(fourier) and complex(non-fourier) pathways of patter vision," Vision Research 40, pp. 2737-2761, 2000.
    • (2000) Vision Research , vol.40 , pp. 2737-2761
    • Graham, N.1    Sutter, A.2
  • 61
    • 0003162539 scopus 로고
    • The visible differences predictor: An algorithm for the assessment of image fidelity
    • A. B. Watson, ed., The MIT Press, Cambridge, MA
    • S. Daly, "The visible differences predictor: an algorithm for the assessment of image fidelity," in Digital Images and Human Vision, A. B. Watson, ed., pp. 179-206, The MIT Press, Cambridge, MA, 1993.
    • (1993) Digital Images and Human Vision , pp. 179-206
    • Daly, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.