Image Processing and Pattern Recognition:Fundamentals and Techniques

Cover Image Copyright Year: 2010
Author(s): Frank Y. Shih
Book Type: Wiley-IEEE Press
Content Type : Books & eBooks
Topics: Aerospace ;  Communication, Networking & Broadcasting ;  Computing & Processing
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    Introduction

    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • The World of Signals

  • Digital Image Processing

  • Elements of an Image Processing System

  • Appendix 1.A Selected List of Books on Image Processing and Computer Vision from Year 2000

  • References

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    Mathematical Preliminaries

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Laplace Transform

  • Fourier Transform

  • Z-Transform

  • Cosine Transform

  • Wavelet Transform

  • References

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    Image Enhancement

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Grayscale Transformation

  • Piecewise Linear Transformation

  • Bit Plane Slicing

  • Histogram Equalization

  • Histogram Specification

  • Enhancement by Arithmetic Operations

  • Smoothing Filter

  • Sharpening Filter

  • Image Blur Types and Quality Measures

  • References

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    Mathematical Morphology

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Binary Morphology

  • Opening and Closing

  • Hit-or-Miss Transform

  • Grayscale Morphology

  • Basic Morphological Algorithms

  • Morphological Filters

  • References

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    Image Segmentation

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Thresholding

  • Object (Component) Labeling

  • Locating Object Contours by the Snake Model

  • Edge Operators

  • Edge Linking by Adaptive Mathematical Morphology

  • Automatic Seeded Region Growing

  • A Top-Down Region Dividing Approach

  • References

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    Distance Transformation and Shortest Path Planning

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • General Concept

  • Distance Transformation by Mathematical Morphology

  • Approximation of Euclidean Distance

  • Decomposition of Distance Structuring Element

  • The 3D Euclidean Distance

  • The Acquiring Approaches

  • The Deriving Approaches

  • The Shortest Path Planning

  • Forward and Backward Chain Codes for Motion Planning

  • A Few Examples

  • References

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    Image Representation and Description

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Run-Length Coding

  • Binary Tree and Quadtree

  • Contour Representation

  • Skeletonization by Thinning

  • Medial Axis Transformation

  • Object Representation and Tolerance

  • References

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    Feature Extraction

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Fourier Descriptor and Moment Invariants

  • Shape Number and Hierarchical Features

  • Corner Detection

  • Hough Transform

  • Principal Component Analysis

  • Linear Discriminate Analysis

  • Feature Reduction in Input and Feature Spaces

  • References

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    Pattern Recognition

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • The Unsupervised Clustering Algorithm

  • Bayes Classifier

  • Support Vector Machine

  • Neural Networks

  • The Adaptive Resonance Theory Network

  • Fuzzy Sets in Image Analysis

  • References

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    Face Image Processing and Analysis

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Face and Facial Feature Extraction

  • Extraction of Head and Face Boundaries and Facial Features

  • Recognizing Facial Action Units

  • Facial Expression Recognition in JAFFE Database

  • References

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    Document Image Processing and Classification

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Block Segmentation and Classification

  • Rule-Based Character Recognition System

  • Logo Identification

  • Fuzzy Typographical Analysis for Character Preclassification

  • Fuzzy Model for Character Classification

  • References

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    Image Watermarking

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Watermarking Classification

  • Spatial Domain Watermarking

  • Frequency-Domain Watermarking

  • Fragile Watermark

  • Robust Watermark

  • Combinational Domain Digital Watermarking

  • References

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    Image Steganography

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Types of Steganography

  • Applications of Steganography

  • Embedding Security and Imperceptibility

  • Examples of Steganography Software

  • Genetic Algorithm-Based Steganography

  • References

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    Solar Image Processing and Analysis

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Automatic Extraction of Filaments

  • Solar Flare Detection

  • Solar Corona Mass Ejection Detection

  • References

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    Index

    Image Processing and Pattern Recognition:Fundamentals and Techniques
    Copyright Year: 2010

    Wiley-IEEE Press eBook Chapters

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