Towards Bayesian image analysis
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Summary
It is argued that the Bayesian approach to image analysis, still in its infancy, has considerable potential for future development.
- Type
- article
- Published
- 1993-01-01
- Cited by
- 224
- References
- 20
- OpenAlex
- https://openalex.org/W2013830517
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:121219192
Keywords
Bayesian probability, Computer science, Subjectivism, Image (mathematics), Artificial intelligence
References
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- Exact Maximum A Posteriori Estimation for Binary Images
- Statistical methods for tomographic image reconstruction
- Hands: A Pattern Theoretic Study of Biological Shapes
- Intrinsic autoregressions and related models on the two-dimensional lattice
- An iterative Gibbsian technique for reconstruction of m-ary images
- Statistical Analysis of Field Experiments Using Neighbouring Plots
- Bayesian image restoration, with two applications in spatial statistics
- Probabilistic Solution of Ill-Posed Problems in Computational Vision
- Maximum likelihood discriminant analysis on the plane using a Markovian model of spatial context
- Nearest-Neighbour Markov Point Processes and Random Sets
- On the distinction between the conditional probability and the joint probability approaches in the specification of nearest-neighbour systems
- A Renormalization Group Approach to Image Processing Problems
- Spatial Interaction and the Statistical Analysis of Lattice Systems
- Spatial Classification Using Fuzzy Membership Models
- Bayesian reconstructions from emission tomography data using a modified EM algorithm.
- Boundary Detection by Constrained Optimization
- Journal of the Royal Statistical Society.
- Learning the parameters of a hidden Markov random field image model: A simple example
- Bayesian Image Analysis
Cited by
- A Markov random field spatio-temporal analysis of ocean temperature
- Shape Modelling Using Markov Random Field Restoration of Point Correspondences
- A user friendly statistical system for polarimetric SAR image classification
- PENALIZED LEAST-SQUARES IMAGE RECONSTRUCTION FOR BOREHOLE TOMOGRAPHY
- Contribuciones al análisis automático y semiautomático de ecografía fetal tridimensional mediante campos aleatorios de Markov y contornos activos. Ayudas al diagnóstico precoz de malformaciones
- Predictive Inference, Causal Reasoning, and Model Assessment in Nonparametric Bayesian Analysis: A Case Study
- Matching Algorithms and Feature Match Quality Measures for Model-Based Object Recognition with Applications to Automatic Target Recognition
- Joint Bayesian Image and Prediction Modeling.
- DEVELOPMENTS IN THE MODELLING OF NONSTATIONARY SPATIAL COVARIANCE STRUCTURE FROM SPACE-TIME MONITORING DATA
- Automatic segmentation and shape analysis of human hippocampus in Alzheimer's disease. (Segmentation automatique et analyse de forme d'hippocampes humains dans l'étude de la maladie d'Alzheimer)
- Social and Spatial Determinants of Adverse Birth Outcome Inequalities in Socially Advanced Societies
- Assessment of operational radar satellite for monitoring land cover change in Amazo/spl circ/nia
- Markov Random Field Modeling in Computer Vision
- Robust priors for smoothing and image restoration
- Image Reconstruction for X-ray Computed Tomography in Security Screening Applications
- Computing Optimal Recovery Policies for Financial Markets
- Statistical restoration of images using a hybrid Bayesian approach
- Spatial and non-spatial model-based protection procedures for the release of business microdata
- Edge-preserving models and efficient algorithms for ill-posed inverse problems in image processing
- Analysis of Dynamic Magnetic Resonance Breast Images
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