
Modern Image Processing: Warping, Morphing, and Classical Techniques
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Content
- Front Cover
- Modern Image Processing: Warping, Morphing, and Classical Techniques
- Copyright Page
- Table of Contents
- Acknowledgments
- Biographies
- Preface
- Part I: Introduction
- Chapter 1. Getting Started
- The Scope of This Book
- Traditional Photography Versus CCD Imaging
- Hardware and Software Configurations
- Chapter 2. Digital Image Acquisition: CCD Technology
- CCD Chips
- Scanners
- Cameras
- Software
- Part II: Basic Image Processing Concepts
- Chapter 3. Arithmetic Operations on Images
- Addition of Images
- Subtraction of Images
- Multiplication and Division of Images
- Linear Combination of Images
- Combining Images by Weighting
- Chapter 4. Geometric Transformations
- Translation of an Image
- Rotation of an Image
- Flipping Images
- Chapter 5. Digital Filtering
- Convolution/Correlation
- Low-Pass Spatial Filters
- High-Pass Spatial Filters
- Edge Enhancement and Detection Filters
- Shift and Difference Edge Enhancement
- Laplacian Edge Enhancement
- Gradient Directional Edge Enhancement
- Directional Edge Enhancement for Embossing Effects
- Edge Detection and Contour Filters
- Cross Convolution Using the Gaussian Filter
- Statistical (Nonlinear) Filters
- Chapter 6. Color Reduction and Dithering
- 24-Bit Color to 15-Bit Color Conversion (24to15.c)
- 24-Bit Color to 8-Bit Color Conversion (img2gif.c and img2pcx.c)
- Popularity
- Median Cut
- Fixed Palette
- Dithering
- Technical Notes on img2gif.c and img2pcx.c
- Part III: Advanced Image Processing Concepts
- Chapter 7. Advanced Geometric "transformations
- Digital Image Warping
- Affine Transformations
- Bilinear Mapping
- Bilinear Warping
- Extensions to Bilinear Warping
- Morphing Between Images
- Chapter 8. The Frequency Domain
- The Fourier Transform of a 2-D Image
- Convolution Explained
- Correlation
- Deconvolution
- Chapter 9. Miscellaneous Techniques
- Contrast Control and Aesthetics
- Sensitivity Control
- Contour Plots
- Surface or 3-D Plots
- Other Graphical Output
- Resolution and Other Physical Considerations
- Part IV: Applications of Image Processing
- Chapter 10. Astronomy
- General Principles
- Calibration Frames
- Image Inspection
- Real-Time Applications
- Photometry
- Special Techniques
- Chapter 11. Medical and Biological Imaging
- Medical Imaging
- Biological Imaging and Microscopy
- Chapter 12. Commercial Art, Scanned Imagery, and Video Digitization
- General Discussion of Usage of Image Processing in Art
- Animation
- Commercial Packages
- Warping and Morphing
- Format Conversions
- Part V: Using the Software Found with this Book
- Chapter 13. The C Language and Our Conventions
- The Benefits of C
- Concepts of a Programming Language
- Variables and Data Types
- The Operators
- Program Control
- Functions
- Macros
- Pointers and Arrays
- Memory
- Structures
- Typedef
- Input and Output
- File I/O
- Programming Style
- Our Software Conventions
- References
- Chapter 14. Image Processing Software
- Software Library Structure and Compilation
- Chapter-by-Chapter Organization of Programs
- Arithmetic Operations on Images (Chapter 3)
- Geometric Transformations on Images (Chapter 4)
- Digital Filtering (Chapter 5)
- Color Reduction, Dithering, and File Translation (Chapter 6)
- Advanced Geometric Transformations (Chapter 7)
- The Frequency Domain and Deconvolution (Chapter 8)
- Miscellaneous Techniques (Chapter 9)
- Listings of Programs, Batch Files, Libraries, and Filters on the Program Diskette
- Program Usage
- Batch File Usage
- The .IMG File Format
- Almost There
- Part VI: Conclusion
- Chapter 15. Hot Topics in Image Processing
- Geographic Information Systems
- The Film Industry
- Machine Vision and Inspection
- Bibliography
- Index
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