Book description
The rapid rate at which the field of digital picture processing has grown in the past five years had necessitated extensive revisions and the introduction of topics not found in the original edition.
Table of contents
- Front Cover
- Digital Picture Processing
- Copyright Page
- Table of Contents
- Preface
- Acknowledgments
- Contents of Volume 2
- Chapter 1. Introduction
- Chapter 2. Mathematical Preliminaries
- Chapter 3. Visual Perception
-
Chapter 4. Digitization
- 4.1 Sampling Using an Array of Points (1/5)
- 4.1 Sampling Using an Array of Points (2/5)
- 4.1 Sampling Using an Array of Points (3/5)
- 4.1 Sampling Using an Array of Points (4/5)
- 4.1 Sampling Using an Array of Points (5/5)
- 4.2 Sampling Using Orthonormal Functions (1/3)
- 4.2 Sampling Using Orthonormal Functions (2/3)
- 4.2 Sampling Using Orthonormal Functions (3/3)
- 4.3 Quantization of Picture Samples (1/2)
- 4.3 Quantization of Picture Samples (2/2)
- 4.4 Bibliographical Notes
- References
-
Chapter 5. Compression
- 5.1 Transform Compression (1/3)
- 5.1 Transform Compression (2/3)
- 5.1 Transform Compression (3/3)
- 5.2 Fast Implementation of KL Compression (1/4)
- 5.2 Fast Implementation of KL Compression (2/4)
- 5.2 Fast Implementation of KL Compression (3/4)
- 5.2 Fast Implementation of KL Compression (4/4)
- 5.3 Fourier, Hadamard, and Cosine Transform Compression (1/3)
- 5.3 Fourier, Hadamard, and Cosine Transform Compression (2/3)
- 5.3 Fourier, Hadamard, and Cosine Transform Compression (3/3)
- 5.4 Bit Allocation in Transform Compression
- 5.5 Predictive Compression (1/3)
- 5.5 Predictive Compression (2/3)
- 5.5 Predictive Compression (3/3)
- 5.6 Block Truncation Compression
- 5.7 Error-Free Compression (1/3)
- 5.7 Error-Free Compression (2/3)
- 5.7 Error-Free Compression (3/3)
- 5.8 More on Compression Techniques
- 5.9 The Rate-Distortion Function (1/2)
- 5.9 The Rate-Distortion Function (2/2)
- 5.10 Bibliographical Notes
- References
-
Chapter 6. Enhancement
- 6.1 Quality (1/3)
- 6.1 Quality (2/3)
- 6.1 Quality (3/3)
- 6.2 Gray Scale Modification (1/3)
- 6.2 Gray Scale Modification (2/3)
- 6.2 Gray Scale Modification (3/3)
- 6.3 Sharpening (1/3)
- 6.3 Sharpening (2/3)
- 6.3 Sharpening (3/3)
- 6.4 Smoothing (1/3)
- 6.4 Smoothing (2/3)
- 6.4 Smoothing (3/3)
- 6.5 Bibliographical Notes
- References
-
Chapter 7. Restoration
- 7.1 The a Priori Knowledge Required in Restoration (1/2)
- 7.1 The a Priori Knowledge Required in Restoration (2/2)
- 7.2 Inverse Filtering
- 7.3 Least Squares Filtering (1/2)
- 7.3 Least Squares Filtering (2/2)
- 7.4 Least Squares Filtering: The Discrete Case (1/2)
- 7.4 Least Squares Filtering: The Discrete Case (2/2)
- 7.5 Constrained Deconvolution (1/4)
- 7.5 Constrained Deconvolution (2/4)
- 7.5 Constrained Deconvolution (3/4)
- 7.5 Constrained Deconvolution (4/4)
- 7.6 Recursive Filtering (1/4)
- 7.6 Recursive Filtering (2/4)
- 7.6 Recursive Filtering (3/4)
- 7.6 Recursive Filtering (4/4)
- 7.7 Some Further Restoration Methods (1/3)
- 7.7 Some Further Restoration Methods (2/3)
- 7.7 Some Further Restoration Methods (3/3)
- 7.8 Bibliographical Notes
- References (1/2)
- References (2/2)
- Chapter 8. Reconstruction (1/2)
-
Chapter 8. Reconstruction (2/2)
- 8.1 Methods for Generating Projection Data
- 8.2 The Fourier Slice Theorem
- 8.3 The Filtered-Backprojection Algorithm for Parallel Projection Data (1/3)
- 8.3 The Filtered-Backprojection Algorithm for Parallel Projection Data (2/3)
- 8.3 The Filtered-Backprojection Algorithm for Parallel Projection Data (3/3)
- 8.4 Aliasing Artifacts in Reconstructed Images (1/2)
- 8.4 Aliasing Artifacts in Reconstructed Images (2/2)
- 8.5 Noise in Reconstructed Images (1/2)
- 8.5 Noise in Reconstructed Images (2/2)
- 8.6 Reconstruction from Fan Projections (1/4)
- 8.6 Reconstruction from Fan Projections (2/4)
- 8.6 Reconstruction from Fan Projections (3/4)
- 8.6 Reconstruction from Fan Projections (4/4)
- 8.7 Algebraic Reconstruction Techniques (1/3)
- 8.7 Algebraic Reconstruction Techniques (2/3)
- 8.7 Algebraic Reconstruction Techniques (3/3)
- 8.8 Bibliographical Notes
- References
- Index (1/2)
- Index (2/2)
Product information
- Title: Digital Picture Processing, 2nd Edition
- Author(s):
- Release date: January 2014
- Publisher(s): Morgan Kaufmann
- ISBN: 9780323139915
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