메뉴 건너뛰기




Volumn PAMI-9, Issue 1, 1987, Pages 39-55

Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields

Author keywords

Computer vision; distributions; estimation of parameters in Gibbs; Gibbs distributions; Gibbs random fields; image processing; image segmentation; Markov random fields; segmentation; texture modeling; textured image

Indexed keywords

PATTERN RECOGNITION; VISION - ARTIFICIAL;

EID: 0023123263     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.1987.4767871     Document Type: Article
Times cited : (782)

References (26)
  • 1
    • 0000365247 scopus 로고
    • Classification of binary random patterns
    • K. Abend, T. Harley, and L. N. Kanal, Classification of binary random patterns, IEEE Trans. Inform. Theory, vol. IT-11, pp. 538-544, 1965.
    • (1965) , vol.IT-11 , pp. 538-544
    • Abend, K.1    Harley, T.2    Kanal, L.N.3
  • 2
    • 84941514953 scopus 로고    scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • J. Besag, “Spatial interaction and the statistical analysis of lattice systems,” J. Roy. Statist. Soc. B, vol. 36, pp. 192–236, 1974.
    • IEEE Trans. Inform. Theory , vol.IT-11 , pp. 538-544
    • Besag, J.1
  • 3
    • 0020139166 scopus 로고
    • Digital image restoration using spatial interaction models
    • R. Chellappa and R. L. Kashyap, “Digital image restoration using spatial interaction models,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 461–472, 1982.
    • (1982) IEEE Trans , vol.ASSP-30 , pp. 461-472
    • Chellappa, R.1    Kashyap, R.L.2
  • 4
    • 84946642214 scopus 로고
    • Estimation in mixtures of two normal distributions
    • Feb.
    • A. C. Cohen, “Estimation in mixtures of two normal distributions,” Technometrics, vol. 9, no. 1, pp. 15–28, Feb. 1967.
    • (1967) Technometrics , vol.9 , Issue.1 , pp. 15-28
    • Cohen, A.C.1
  • 5
    • 84944026890 scopus 로고
    • Real time textured image segmentation based on noncausal Markovian random field models
    • Nov. Cambridge, MA
    • F. S. Cohen and D. B. Cooper, “Real time textured image segmentation based on noncausal Markovian random field models,” in Proc. SPIE Conf. Intell. Robots, Cambridge, MA, Nov. 1983.
    • (1983) Proc. SPIE Conf. Intell. Robots
    • Cohen, F.S.1    Cooper, D.B.2
  • 6
    • 84944026891 scopus 로고
    • Analysis of some statistical properties for a class of spatial distributions: The Ising model with random parameters
    • May
    • R. Cristi, “Analysis of some statistical properties for a class of spatial distributions: The Ising model with random parameters,” Dep. Elec. Eng., Univ. Michigan-Dearborn, Tech. Rep. May 1984.
    • (1984) Dep. Elec. Eng., Univ. Michigan-Dearborn, Tech. Rep
    • Cristi, R.1
  • 7
    • 0020497293 scopus 로고
    • Markov random field texture models
    • G. R. Cross and A. K. Jain, “Markov random field texture models,” IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-5, pp. 25–39, 1983.
    • (1983) IEEE Trans. Pattern Anal. Machine , vol.PAMI-5 , pp. 25-39
    • Cross, G.R.1    Jain, A.K.2
  • 8
    • 0021517736 scopus 로고
    • Bayes smoothing algorithms for segmentation of binary images modeled by Markov random fields
    • Nov.
    • H. Derin, H. Elliott, R. Cristi, and D. Geman, “Bayes smoothing algorithms for segmentation of binary images modeled by Markov random fields,” in Proc. IEEE 1984 Int. Conf. ASSP, pp. 32.6.1-32.6.4, 32.6.4, San Diego, CA, Mar. 1984; see also IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 707–720, Nov. 1984.
    • (1984) Proc. IEEE 1984 Int , vol.PAMI-6 , pp. 707-720
    • Derin, H.1    Elliott, H.2    Cristi, R.3    Geman, D.4
  • 9
    • 0022834386 scopus 로고
    • Segmentation of textured images using Gibbs random fields
    • H. Derin and W. S. Cole, “Segmentation of textured images using Gibbs random fields,” Comput. Vision, Graphics, Image Processing, vol. 35, pp. 72–98, 1986.
    • (1986) Comput. Vision, Graphics, Image Processing , vol.35 , pp. 72-98
    • Derin, H.1    Cole, W.S.2
  • 10
    • 84941481103 scopus 로고
    • The use of Gibbs distributions in image processing
    • Blake and V. Poor, Eds. New York: Springer-Verlag
    • H. Derin, “The use of Gibbs distributions in image processing,” in Communications and Networks: A Survey of Recent Advances, I. Blake and V. Poor, Eds. New York: Springer-Verlag, 1985.
    • (1985) Communications and Networks: A Survey of Recent Advances, I
    • Derin, H.1
  • 11
    • 0022245533 scopus 로고
    • A new approach to parameter estimation for Gibbs random fields
    • Mar.
    • H. Derin, H. Elliott, and J. Kuang, “A new approach to parameter estimation for Gibbs random fields,” in Proc. IEEE 1985 Conf. ASSP, Tampa, FL, Mar. 1985, pp. 24,8,1-24.8.4.
    • (1985) Proc. IEEE 1985 , vol.24 , Issue.8 , pp. 1-24
    • Derin, H.1    Elliott, H.2    Kuang, J.3
  • 14
    • 0021231004 scopus 로고
    • Application of the Gibbs distribution to image segmentation
    • Mar. San Diego, CA
    • H. Elliott, H. Derin, R. Cristi, and D. Geman, “Application of the Gibbs distribution to image segmentation,” in Proc. IEEE 1984 Conf. ASSP, pp. San Diego, CA, Mar. 1984, 32.5.1-32.5.4.
    • (1984) Proc. IEEE , pp. 32.5.1-32.5.4
    • Elliott, H.1    Derin, H.2    Cristi, R.3    Geman, D.4
  • 15
    • 84944026894 scopus 로고    scopus 로고
    • Modeling and segmentation of noisy and textured images using Gibbs random fields
    • Massachusetts, Amherst Tech. Rep. ECE-UMASS-SE
    • H. Elliott and H. Derin, “Modeling and segmentation of noisy and textured images using Gibbs random fields,” Dep. Elec. Comput. Eng., Univ. Massachusetts, Amherst, Tech. Rep. ECE-UMASS-SE84-15.
    • Dep. Elec. Comput. Eng., Univ , pp. 15-84
    • Elliott, H.1    Derin, H.2
  • 16
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Nov.
    • S. Geman and D. Geman, “Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images,” IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 721–741, Nov. 1984.
    • (1984) IEEE Trans. Pattern Anal. Machine , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 18
    • 0020330540 scopus 로고
    • Image segmentation using simple Markov field models
    • F. R. Hansen and H. Elliott, “Image segmentation using simple Markov field models,” Comput. Graphics Image Processing, vol. 20, pp. 101–132, 1982.
    • (1982) Comput. Graphics Image Processing , vol.20 , pp. 101-132
    • Hansen, F.R.1    Elliott, H.2
  • 19
    • 0019229225 scopus 로고
    • The use of Markov random fields as models of texture
    • M. Hassner and J. Sklansky, “The use of Markov random fields as models of texture,” Comput. Graphics Image Processing, vol. 12, pp. 357–370, 1980.
    • (1980) Comput. Graphics Image Processing , vol.12 , pp. 357-370
    • Hassner, M.1    Sklansky, J.2
  • 22
    • 5744249209 scopus 로고
    • Equation of state calculations by fast computing machines
    • June
    • N. Metropolis, A. W. Rosenbluth, M. N. Rosenbluth, A. H. Teller, and E. Teller, “Equation of state calculations by fast computing machines,” J. Chem. Phys., vol. 21, no. 6, pp. 1087–1092, June 1953.
    • (1953) J. Chem , vol.21 , Issue.6 , pp. 1087-1092
    • Metropolis, N.1    Rosenbluth, A.W.2    Rosenbluth, M.N.3    Teller, A.H.4    Teller, E.5
  • 24
    • 0000658710 scopus 로고
    • Markov random fields and Gibbs ensembles,” Amer
    • F. Spitzer, “Markov random fields and Gibbs ensembles,” Amer. Math. Mon., vol. 78, 142–154, 1971.
    • (1971) Math. Mon. , vol.78 , pp. 142-154
    • Spitzer, F.1
  • 25
    • 84944026897 scopus 로고    scopus 로고
    • Comparative analysis of some segmentation algorithms
    • C.-S. Won, J. Kuang, and H. Derin, “Comparative analysis of some segmentation algorithms,” in preparation.
    • preparation
    • Won, C.-S.1    Kuang, J.2    Derin, H.3
  • 26
    • 0017516173 scopus 로고
    • Kalman filtering in two dimensions
    • July
    • J. W. Woods and C. H. Radewan, “Kalman filtering in two dimensions,” IEEE Trans. Inform. Theory, vol. IT-23, pp. 473–482, July 1982.
    • (1982) IEEE Trans. Inform. Theory , vol.IT-23 , pp. 473-482
    • Woods, J.W.1    Radewan, C.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.