Title | Stochastic Models, Statistical Methods, and Algorithms in Image Analysis [electronic resource] : Proceedings of the Special Year on Image Analysis, held in Rome, Italy, 1990 / edited by Piero Barone, Arnoldo Frigessi, Mauro Piccioni |
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Imprint | New York, NY : Springer New York, 1992 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-2920-9 |
Descript | VI, 258p. online resource |
1. Edge Preserving Image Restoration -- 2. Boltzmann Machines: High-Order Interactions and Synchronous Learning -- 3. Bayesian 3-D Path Search and Its Applications to Focusing Seismic Data -- 4. Edge Detection and Segmentation of Textured Plane Images -- 5. IFS Algorithms for Wavelet Transforms, Curves and Surfaces, and Image Compression -- 6. Image Restoration by Stochastic Dichotomic Reconstruction of Contour Lines -- 7. A Comparison of Simulated Annealing of Gibbs Sampler and Metropolis Algorithms -- 8. Some Limit Theorems on Simulated Annealing -- 9. Statistical Analysis of Markov Random Fields Using Large Deviation Estimates -- 10. Metropolis Methods, Gaussian Proposals and Antithetic Variables -- 11. The Chi-Square Coding Test for Nested Markov Random Field Hypotheses -- 12. Asymptotic Comparison of Estimators in the Ising Model -- 13. A Remark on the Ergodicity of Systematic Sweep in Stochastic Relaxation -- 14. Application of Bayesian Methods to Segmentation in Medical Images -- 15. Some Suggestions for Transmission Tomography Based on the EM Algorithm -- 16. Deconvolution in Optical Astronomy. A Bayesian Approach -- 17. Parameter Estimation for Imperfectly Observed Gibbs Fields and Some Comments on Chalmondโs EM Gibbsian Algorithm