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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| Imprint: | Berlin ; New York : Springer-Verlag, c1992. |
|---|---|
| Description: | vi, 258 p. : ill. ; 25 cm. |
| Language: | English |
| Series: | Lecture notes in statistics ; 74 Lecture notes in statistics (Springer-Verlag) v. 74. |
| Subject: | |
| Format: | Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/1407452 |
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.
