Digital picture processing Volume 1 Volume 1 /
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.
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| Otros Autores: | |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Orlando :
Academic Press, Inc
1982.
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| Edición: | 2nd ed |
| Colección: | Computer science and applied mathematics
Computer Science and Applied Mathematics |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628543206719 |
Tabla de Contenidos:
- Front Cover; Digital Picture Processing; Copyright Page; Table of Contents; Preface; Acknowledgments; Contents of Volume 2; Chapter 1.Introduction; 1.1 Picture Processing; 1.2 Scenes, Images, and Digital Pictures; 1.3 A Guide to the Literature; References; Chapter 2. Mathematical Preliminaries; 2.1 Linear Operations on Pictures; 2.2 Discrete Picture Transforms; 2.3 Random Variables; 2.4 Random Fields; 2.5 Vector Space Representation of Images; References; Chapter 3. Visual Perception; 3.1 Brightness and Contrast; 3.2 Acuity and Contour; 3.3 Color; 3.4 Pattern and Texture; 3.5 Shape and Space
- 3.6 Duration and Motion3.7 Detection and Recognition; References; Chapter 4. Digitization; 4.1 Sampling Using an Array of Points; 4.2 Sampling Using Orthonormal Functions; 4.3 Quantization of Picture Samples; 4.4 Bibliographical Notes; References; Chapter 5. Compression; 5.1 Transform Compression; 5.2 Fast Implementation of KL Compression; 5.3 Fourier, Hadamard, and Cosine Transform Compression; 5.4 Bit Allocation in Transform Compression; 5.5 Predictive Compression; 5.6 Block Truncation Compression; 5.7 Error-Free Compression; 5.8 More on Compression Techniques
- 5.9 The Rate-Distortion Function5.10 Bibliographical Notes; References; Chapter 6. Enhancement; 6.1 Quality; 6.2 Gray Scale Modification; 6.3 Sharpening; 6.4 Smoothing; 6.5 Bibliographical Notes; References; Chapter 7. Restoration; 7.1 The a Priori Knowledge Required in Restoration; 7.2 Inverse Filtering; 7.3 Least Squares Filtering; 7.4 Least Squares Filtering: The Discrete Case; 7.5 Constrained Deconvolution; 7.6 Recursive Filtering; 7.7 Some Further Restoration Methods; 7.8 Bibliographical Notes; References; Chapter 8. Reconstruction; 8.1 Methods for Generating Projection Data
- 8.2 The Fourier Slice Theorem8.3 The Filtered-Backprojection Algorithm for Parallel Projection Data; 8.4 Aliasing Artifacts in Reconstructed Images; 8.5 Noise in Reconstructed Images; 8.6 Reconstruction from Fan Projections; 8.7 Algebraic Reconstruction Techniques; 8.8 Bibliographical Notes; References; Index
