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Volumn 4, Issue 4, 1993, Pages 703-709

Mean Field Annealing Using Compound Gauss-Markov Random Fields for Edge Detection and Image Estimation

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ESTIMATION; ITERATIVE METHODS; MATHEMATICAL MODELS; NUCLEAR MAGNETIC RESONANCE; PROBABILITY; STATISTICAL METHODS; STOCHASTIC CONTROL SYSTEMS; WHITE NOISE;

EID: 0027635418     PISSN: 10459227     EISSN: 19410093     Source Type: Journal    
DOI: 10.1109/72.238324     Document Type: Article
Times cited : (50)

References (32)
  • 1
    • 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. Patt. Anal. Machine Intel!., vol. PAMI-6, pp. 721–741, Nov. 1984.
    • (1984) IEEE Trans. Patt. Anal. Machine Intel. , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 2
    • 0025556074 scopus 로고
    • A common framework for image segmentation
    • June Atlantic City, NJ
    • D. Geiger and A. L. Yuille, “A common framework for image segmentation,” in Proc. ICPR, Atlantic City, NJ, June 1990, pp. 502–507.
    • (1990) Proc. ICPR , pp. 502-507
    • Geiger, D.1    Yuille, A.L.2
  • 3
    • 0025229399 scopus 로고
    • Simulated annealing in compound Gaussian random fields
    • Jan.
    • F. C. Jeng and J. W, Woods, “Simulated annealing in compound Gaussian random fields,” IEEE Trans. Inform. Theory, vol. 36, pp. 94–107, Jan. 1990.
    • (1990) IEEE Trans. Inform. Theory , vol.36 , pp. 94-107
    • Jeng, F.C.1    Woods, J.W.2
  • 4
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. Gelatt, and M. Vecchi, “Optimization by simulated annealing,” Science, vol. 220, pp. 671–680, 1983.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.2    Vecchi, M.3
  • 6
    • 0026124056 scopus 로고
    • Compound Gauss Markov random fields for image estimation
    • Mar.
    • F.C. Jeng and J. W. Woods, “Compound Gauss Markov random fields for image estimation,” IEEE Trans. Signal Processing, vol. 39, pp. 683–691, Mar. 1991.
    • (1991) IEEE Trans. Signal Processing , vol.39 , pp. 683-691
    • Jeng, F.C.1    Woods, J.W.2
  • 7
    • 0024768808 scopus 로고
    • Pyramid implementation of optimal step conjugate search algorithms for some low level vision problems
    • Nov.
    • T. Simchony, R. Chellappa, and Z. Lichenstein, “Pyramid implementation of optimal step conjugate search algorithms for some low level vision problems,” IEEE Trans. Syst, Man, Cybern., vol. 19, pp. 1408–1425, Nov. 1989.
    • (1989) IEEE Trans. Syst, Man, Cybern. , vol.19 , pp. 1408-1425
    • Simchony, T.1    Chellappa, R.2    Lichenstein, Z.3
  • 9
    • 84947512439 scopus 로고
    • Statistical mechanics and neural networks
    • Cambridge, MA: MIT Press
    • C. Campbell, D. Sherington, and K. Y. M. Wong, “Statistical mechanics and neural networks,” in Neural Computing Architecture, I. Aleksander, Ed. Cambridge, MA: MIT Press, 1989, pp. 239–257.
    • (1989) Neural Computing Architecture , pp. 239-257
    • Campbell, C.1    Sherington, D.2    Wong, K.Y.M.3
  • 10
    • 0026679383 scopus 로고
    • Mean field annealing: A formalism for constructing GNC-like algorithms
    • Jan.
    • G. Bilbro, W. Snyder, S. Gamier, and J. Gault, “Mean field annealing: A formalism for constructing GNC-like algorithms,” IEEE Trans. Neural Networks, vol. 3, pp. 131–138, Jan. 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 131-138
    • Bilbro, G.1    Snyder, W.2    Gamier, S.3    Gault, J.4
  • 11
    • 84975581224 scopus 로고
    • Restoration of piecewise-constant images by mean field annealing
    • Dec.
    • H. Hirinyannaiah, G. Bilbro, W. Snyder, and R. Mann, “Restoration of piecewise-constant images by mean field annealing,” J. Opt. Soc. Amer. A, pp. 1901–1912, Dec. 1989.
    • (1989) J. Opt. Soc. Amer. A, pp , pp. 1901-1912
    • Hirinyannaiah, H.1    Bilbro, G.2    Snyder, W.3    Mann, R.4
  • 12
    • 84941456077 scopus 로고
    • Parallel algorithms for low level vision on a Connection Machine (CM2)
    • Parallel and Distributed Processing, Dallas, TX, Dec.
    • J. Zerubia and F. Ployette, “Parallel algorithms for low level vision on a Connection Machine (CM2),” presented at the 2nd IEEE Symp. Parallel and Distributed Processing, Dallas, TX, Dec. 1990.
    • (1990) presented at the 2nd IEEE Symp.
    • Zerubia, J.1    Ployette, F.2
  • 13
    • 0042262162 scopus 로고
    • Parallel and deterministic algorithms for MRFs: Surface reconstruction and integration
    • France Apr.
    • D. Geiger and F. Girosi, “Parallel and deterministic algorithms for MRFs: Surface reconstruction and integration,” in Proc. ECCV, Antibes, France, Apr. 1990, pp. 89–98.
    • (1990) Proc. ECCV , pp. 89-98
    • Geiger, D.1    Girosi, F.2
  • 14
    • 84941464968 scopus 로고
    • How neural networks can solve hard graph problems: A performance study on the graph K-partitioning
    • Nimes, France, Nov.
    • P. Herault and J. Niez, “How neural networks can solve hard graph problems: A performance study on the graph K-partitioning,” in Proc. Neuro-Nimes, Nimes, France, Nov. 1989, pp. 237–255.
    • (1989) Proc. Neuro-Nimes, Nimes , pp. 237-255
    • Herault, P.1    Niez, J.2
  • 15
    • 84921842488 scopus 로고
    • Stereo integration, mean field theory and psychophysics
    • France
    • A. L. Yuille, D. Geiger, and H. Biilthoff, “Stereo integration, mean field theory and psychophysics,” in Proc. ECCV, Antibes, France, 1990, pp. 73–82.
    • (1990) Proc. ECCV , pp. 73-82
    • Yuille, A.L.1    Geiger, D.2    Biilthoff, H.3
  • 18
    • 0021853536 scopus 로고
    • A model approach for the estimation of 2-D maximum entropy power spectra
    • Jan.
    • G. Sharma and R. Chellappa, “A model approach for the estimation of 2-D maximum entropy power spectra,” IEEE Trans. Inform. Theory, vol. IT-31, pp. 90–99, Jan. 1985.
    • (1985) IEEE Trans. Inform. Theory , vol.IT-31 , pp. 90-99
    • Sharma, G.1    Chellappa, R.2
  • 19
    • 0015316602 scopus 로고
    • Two-dimensional discrete Markovian fields
    • J. W. Woods, “Two-dimensional discrete Markovian fields,” IEEE Trans. Inform. Theory, vol. IT-18, pp. 232–240, 1972.
    • (1972) IEEE Trans. Inform. Theory , vol.IT-18 , pp. 232-240
    • Woods, J.W.1
  • 20
    • 0016996155 scopus 로고
    • Two-dimensional Markov spectral estimation
    • “Two-dimensional Markov spectral estimation,” IEEE Trans. Inform. Theory, vol. IT-22, pp. 552–559, 1976.
    • (1976) IEEE Trans. Inform. Theory , vol.IT-22 , pp. 552-559
  • 22
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • J. Besag, “Spatial interaction and the statistical analysis of lattice systems,” J. Roy. Stat. Soc. Ser. B, vol. 36, pp. 192–236, 1974.
    • (1974) J. Roy. Stat. Soc. Ser. B , vol.36 , pp. 192-236
    • Besag, J.1
  • 23
    • 0038056040 scopus 로고
    • Analog neural networks in early vision
    • C. Koch, J. Marroquin, and A. Yuille, “Analog neural networks in early vision,” Proc. Nat. Acad. Sci., vol. B83, pp. 4263 -4267, 1987.
    • (1987) Proc. Nat. Acad. Sci. , vol.B83 , pp. 4263-4267
    • Koch, C.1    Marroquin, J.2    Yuille, A.3
  • 24
    • 0024861362 scopus 로고
    • Generalized smoothing networks in early vision
    • San Diego, CA June
    • S. Liu and J. Harris, “Generalized smoothing networks in early vision,” in Proc. CVPR, San Diego, CA, June 1989, pp. 184–191.
    • (1989) Proc. CVPR , pp. 184-191
    • Liu, S.1    Harris, J.2
  • 25
    • 0023231843 scopus 로고
    • Deterministic Bayesian estimation of Markovian random fields with applications to computational vision
    • London, U.K. June
    • J. Marroquin, “Deterministic Bayesian estimation of Markovian random fields with applications to computational vision,” in Proc. ICCV, London, U.K., June 1987, pp. 597–601.
    • (1987) Proc. ICCV , pp. 597-601
    • Marroquin, J.1
  • 26
    • 84950881632 scopus 로고
    • Probabilistic solution of illposed problems in computational vision
    • J. Marroquin, S. Mitter, and T. Poggio, “Probabilistic solution of illposed problems in computational vision,” J. Amer. Stat. Ass., vol. 82, pp. 76–89, 1987.
    • (1987) J. Amer. Stat. Ass. , vol.82 , pp. 76-89
    • Marroquin, J.1    Mitter, S.2    Poggio, T.3
  • 27
    • 0025536653 scopus 로고
    • Generalized graduated nonconvexity algorithm for maximum a posteriori image estimation
    • June Atlantic City, NJ
    • A. Rangarajan and R. Chellappa, “Generalized graduated nonconvexity algorithm for maximum a posteriori image estimation,” in Proc. ICPR, Atlantic City, NJ, June 1990, pp. 127–133.
    • (1990) Proc ICPR , pp. 127-133
    • Rangarajan, A.1    Chellappa, R.2
  • 28
    • 0024380193 scopus 로고
    • Energy functions for early vision and analog networks
    • A. L. Yuille, “Energy functions for early vision and analog networks,” Biolog. Cybern., vol. 61, pp. 115–123, 1989.
    • (1989) Biolog. Cybern. , vol.61 , pp. 115-123
    • Yuille, A.L.1
  • 30
    • 0025592276 scopus 로고
    • Mean field approximation using compound Gauss-Markov random field for edge detection and image restoration
    • Apr. Albuquerque, NM
    • J. Zerubia and R. Chellappa, “Mean field approximation using compound Gauss-Markov random field for edge detection and image restoration,” in Proc. ICASSP, Albuquerque, NM, Apr. 1990, pp. 2193–2196.
    • (1990) Proc. ICASSP , pp. 2193
    • Zerubia, J.1    Chellappa, R.2
  • 32
    • 84941462120 scopus 로고
    • Image segmentation using 4 direction line processors
    • Nov.
    • J. Zerubia and D. Geiger, “Image segmentation using 4 direction line processors,” INRIA Research Report 1338, Nov. 1990.
    • (1990) INRIA Research Report 1338
    • Zerubia, J.1    Geiger, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.