Stochastic models, statistical methods, and algorithms in image analysis : proceedings of the special year on image analysis held in Rome, Italy, 1990 /

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Bibliographic Details
Imprint:Berlin ; New York : Springer-Verlag, c1992.
Description:vi, 258 p. : ill. ; 25 cm.
Series:Lecture notes in statistics ; 74
Lecture notes in statistics (Springer-Verlag) v. 74.
Subject:Image processing -- Statistical methods -- Congresses.
Stochastic processes -- Congresses.
Algorithms -- Congresses.
Image processing -- Statistical methods.
Stochastic processes.
Conference papers and proceedings.
Format: Print Book
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Other authors / contributors:Barone, P. (Piero)
Frigessi, A. (Arnoldo)
Piccioni, M. (Mauro)
ISBN:3540978100 (Springer-Verlag Berlin Heidelberg New York : acid-free paper)
0387978100 (Springer-Verlag New York Berlin Heidelberg : acid-free paper)
Notes:Includes bibliographical references.
Table of Contents:
  • 1. Edge Preserving Image Restoration / Mona Abdalla and Jim Kay
  • 2. Boltzmann Machines: High-Order Interactions and Synchronous Learning / Robert Azencott
  • 3. Bayesian 3-D Path Search and Its Applications to Focusing Seismic Data / Robert Azencott, Bernard Chalmond and Philip Julien
  • 4. Edge Detection and Segmentation of Textured Plane Images / Robert Azencott, Christine Graffigne and C. Labourdette
  • 5. IFS Algorithms for Wavelet Transforms, Curves and Surfaces, and Image Compression / Marc A. Berger
  • 6. Image Restoration by Stochastic Dichotomic Reconstruction of Contour Lines / Olivier Catoni
  • 7. A Comparison of Simulated Annealing of Gibbs Sampler and Metropolis Algorithms / Tzuu-Shuh Chiang and Yunshyong Chow
  • 8. Some Limit Theorems on Simulated Annealing / Tzuu-Shuh Chiang, Yunshyong Chow and June Hsieh
  • 9. Statistical Analysis of Markov Random Fields Using Large Deviation Estimates / Francis Comets
  • 10. Metropolis Methods, Gaussian Proposals and Antithetic Variables / Peter J. Green and Xiao-liang Han
  • 11. The Chi-Square Coding Test for Nested Markov Random Field Hypotheses / Xavier Guyon and C. Hardouin
  • 12. Asymptotic Comparison of Estimators in the Ising Model / Xavier Guyon and Hans R. Kunsch
  • 13. A Remark on the Ergodicity of Systematic Sweep in Stochastic Relaxation / Chi-Ruey Hwang and Shuenn-Jyi Sheu
  • 14. Application of Bayesian Methods to Segmentation in Medical Images / Nico Karssemeijer
  • 15. Some Suggestions for Transmission Tomography Based on the EM Algorithm / John T. Kent and Christopher Wright
  • 16. Deconvolution in Optical Astronomy. A Bayesian Approach / Raphael Molina and Brian D. Ripley
  • 17. Parameter Estimation for Imperfectly Observed Gibbs Fields and Some Comments on Chalmond's EM Gibbsian Algorithm / Laurent Younes.