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Spatial Statistics and Digital Image Analysis.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Washington :
National Academies Press,
1900.
|
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- ""Spatial Statistics and Digital Image Analysis""; ""Copyright""; ""Preface""; ""Contents""; ""1 Introduction ""; ""Bibliography""; ""2 Image Analysis and Computer Vision""; ""2.1 INTRODUCTION TO IMAGE ANALYSIS""; ""2.2 DIGITAL IMAGES""; ""2.3 SOME PROBLEMS IN IMAGE ANALYSIS""; ""2.3.1 Image Restoration""; ""2.3.2 Boundary Detection""; ""2.3.3 Tomographic Reconstruction""; ""2.3.4 Three-Dimensional Shape Reconstruction""; ""Stereopsis""; ""Shape-from-Shading""; ""2.4 BAYESIAN/SPATIAL STATISTICS FRAMEWORK""; ""2.4.1 General Framework""; ""Attribute Modeling""; ""Degradation Model""
- ""Posterior Distribution""""Model Identification""; ""Attribute Estimation""; ""Algorithms""; ""2.4.2 Examples""; ""Image Restoration""; ""Boundary Detection""; ""Single Photon Emission Tomography""; ""Shape-From-Shading""; ""Deformable Templates""; ""Bibliography""; ""3 Oceanographic and Atmospheric Applications of Spatial Statistics and Digital Image Analysis""; ""3.1 INTRODUCTION""; ""3.2 SELECTED ANALYSIS AREAS""; ""3.2.1 Principal Component Analysis""; ""General Concepts""; ""Multispectral Data Application""; ""Multi-Temporal Data Application""
- ""3.2.2 Velocity Estimates from Image Sequences""""General Comments""; ""Total Flow Field From Pattern Matching""; ""The Normal Component of Flow""; ""Other Representation""; ""The Tangential Component of Velocity""; ""Example""; ""3.2.3 Ice Floe Identification and Principal Curves""; ""Overview of Banfield and Raftery Algorithm""; ""Example""; ""3.3 STORAGE AND IMAGE REPRESENTATION""; ""3.3.1 Storage Considerations""; ""3.3.2 Image Representation""; ""3.4 SPECIAL CONSIDERATIONS""; ""3.5 SUMMARY""; ""ACKNOWLEDGMENTS""; ""Bibliography""; ""Appendix to Chapter 3""
- ""4 Spatial Statistics in Environmental Science """"4.1 INTRODUCTION""; ""4.2 ESTIMATING SPATIAL COVARIANCE""; ""4.2.1 Example: Spatial Variation in Solar Radiation""; ""4.3 NETWORK DESIGN""; ""4.3.1 Impact Design""; ""4.3.2 Information Transmission Network Design""; ""Example: Finding the Least Informative Station in a Network""; ""4.4 MODELING PRECIPITATION USING SPACE-TIME POINT PROCESSES""; ""Bibliography""; ""5 Geostatistical Analysis of Spatial Data ""; ""5.1 INTRODUCTION""; ""5.2 THEORY AND METHODS OF GEOSTATISTICS""; ""5.2.1 The Variogram""; ""5.2.2 Kriging""
- ""5.2.3 Conditional Simulation of Spatial Data""""5.3 APPLICATIONS AND RESEARCH FRONTIERS""; ""5.3.1 Applications""; ""Flow of Groundwater From A Proposed Nuclear Waste Site""; ""Acid Deposition and Network Design""; ""5.3.2 Research Frontiers""; ""Change of Support""; ""Multivariate Spatial Data""; ""Variogram Model Fitting and its Effect on Inferences""; ""Bibliography""; ""6 Spatial Statistics in the Analysis of Agricultural Field Experiments ""; ""6.1 INTRODUCTION""; ""6.2 GENERAL BACKGROUND""; ""6.3 SOME RECENT PROGRESS AND FUTURE DIRECTIONS""; ""6.3.1 Aims""