
Spatial Statistics and Digital Image Analysis
Description
Alles über E-Books | Antworten auf Fragen rund um E-Books, Kopierschutz und Dateiformate finden Sie in unserem Info- & Hilfebereich.
More details
Other editions
Additional editions

Content
- 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
- 6.3.2 One-Dimensional Adjustment
- 6.3.3 Two-Dimensional Formulation
- 6.3.4 Other Approaches and Further Research
- Bibliography
- 7 Spatial Statistics in Ecology
- 7.1 INTRODUCTION
- 7.2 POINT PROCESSES
- 7.2.1 The Poisson Process
- 7.2.2 Cluster Processes
- 7.2.3 The Cox Process
- 7.2.4 Markovian Point Processes
- 7.3 A SPATIO-TEMPORAL POINT PROCESS MODEL FOR TREE GROWTH
- 7.4 CONCLUSION AND FURTHER DIRECTIONS
- Bibliography
- 8 Spatial Signal-Processing in Radars and Sonars
- 8.1 INTRODUCTION
- 8.2 DETECTION AND ESTIMATION PROBLEM
- 8.3 USING LINEAR ARRAYS OF UNIFORMLY SPACED SENSORS
- 8.4 USING GENERAL ARRAYS OF SENSORS
- 8.5 FUTURE RESEARCH CONSIDERATIONS
- Bibliography
- 9 Stochastic Modeling in Physical Chemistry
- 9.1 INTRODUCTION
- 9.2 DIFFUSION CONTROLLED REACTION
- 9.2.1 Radiation Spurs
- The Two-Species Spur
- The Ionic System
- The Scavenging System
- 9.3 COMPUTER SIMULATION OF LIQUIDS
- 9.3.1 Some History
- 9.3.2 Sampling From Configuration Space
- 9.3.3 A Typical Computer Experiment
- 9.4 DISCUSSION AND FUTURE DIRECTIONS
- 9.4.1 Physical Properties of Matter in Equilibrium
- 9.4.2 Dynamical and Transport Properties of Matter
- 9.4.3 Properties of Atoms and Molecules
- 9.4.4 Statistical Mechanics
- 9.4.5 Dynamics of Chemical Reactions
- 9.4.6 Complex Systems
- Atmospheric Chemistry-Depletion of Ozone Layer
- Combustion
- Radiation Chemistry
- Surface Kinetics and Electrochemistry
- Bibliography
- 10 Stereology
- 10.1 INTRODUCTION
- 10.2 CONCEPTS AND APPLICATIONS
- 10.2.1 Information from Lower-Dimensional Samples
- 10.2.2 Stereology is Classical Sampling Theory
- 10.2.3 The Particle Problem
- 10.2.4 Unbiased Counting and Sampling
- 10.2.5 Spatial Interpretation and Inverse Problems
- 10.2.6 Stochastic Models
- Explicit Models
- Stationary Models
- Semiparametric Models
- Data Models
- 10.3 STATISTICAL THEORY
- 10.3.1 What To Estimate
- 10.3.2 Inference
- 10.3.3 Geometrical Identities
- 10.3.4 Design-Based Estimation
- 10.3.5 Model-Based Estimation
- 10.4 RECENT RESEARCH AND NEW DIRECTIONS
- 10.4.1 Variance of Systematic Sampling
- 10.4.2 Fractionator Sampling
- 10.4.3 New Estimation Formulas
- 10.4.4 Research Frontiers
- Three Dimensions
- Structured Models
- Markov Models
- Bootstrap Methods
- Bibliography
- BIBLIOGRAPHIC NOTES
- 11 Markov Models For Speech Recognition
- 11.1 INTRODUCTION
- 11.2 BASIC SPEECH CONCEPTS
- 11.3 SOME RECENT SYSTEMS
- 11.4 SIGNAL PROCESSING
- 11.5 PROBABILISTIC RECOGNITION
- 11.6 IMAGE-PROCESSING PARALLELS
- 11.7 MODELING OF SPEECH
- 11.8 HIDDEN MARKOV MODELING
- 11.9 THE SPHINX PHONEME MODEL
- 11.10 INSTANTIATION
- 11.11 COMPUTATIONAL ISSUES: PARAMETER ESTIMATION AND SEARCHES
- 11.12 FUTURE DIRECTIONS
- Bibliography
System requirements
File format: PDF
Copy-Protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our eBook Help page.