Elsevier S & T

Aspects of Image Processing and Compression

Hawkes, Peter W.

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Table of contents
  • Title Pageiii
  • Copyright Pageiv
  • Contentsv
  • Contributorsvii
  • Prefaceix
  • Future Contributionsxi
  • Chapter 1. Binary, Gray-Scale, and Vector Soft Mathematical Morphology: Extensions, Algorithms, and1
  • I. Introduction1
  • II. Standard Mathematical Morphology3
  • III. Soft Mathematical Morphology14
  • IV. Soft Morphological Structuring Element Decomposition23
  • V. Fuzzy Soft Mathematical Morphology27
  • VI. Implementations37
  • VII. Conclusions52
  • References52
  • Chapter 2. Still Image Compression with Lattice Quantization in Wavelet Domain55
  • I. Introduction56
  • II. Quantization of Wavelet Coefficients57
  • III. Lattice Quantization Fundamentals70
  • IV. Lattices75
  • V. Quantization Algorithms for Selected Lattices85
  • VI. Counting the Lattice Points89
  • VII. Scaling Algorithm97
  • VIII. Selecting a Lattice for Quantization100
  • IX. Entropy Coding of Lattice Vectors105
  • X. Experimental Results111
  • XI. Conclusions116
  • XII. Cartan Matrices of Some Root Systems117
  • References119
  • Chapter 3. Morphological Scale-Spaces123
  • I. Introduction124
  • II. Multiscale Morphology131
  • III. Multiscale Dilation-Erosion Scale-Space139
  • IV. Multiscale Closing-Opening Scale-Space146
  • V. Fingerprints in Morphological Scale-Space153
  • VI. Structuring Functions for Scale-Space161
  • VII. A Scale-Space for Regions170
  • VIII. Summary, Limitations, and Future Work179
  • IX. Appendix181
  • References186
  • Chapter 4. The Processing of Hexagonally Sampled Images191
  • I. Introduction192
  • II. Image Sampling on a Hexagonal Grid196
  • III. Processor Architecture218
  • IV. Binary Image Processing237
  • V. Monochrome Image Processing247
  • VI. Conclusions256
  • References260
  • Chapter 5. Space-Variant Two-Dimensional Filtering of Noisy Images267
  • I. Introduction268
  • II. Kalman Filtering271
  • III. The Image Model276
  • IV. Image Restoration285
  • V. New Research Developments294
  • VI. Numerical Results303
  • VII. Conclusions310
  • VIII. Appendices310
  • References316
  • Index319
  • Color Plate SectionColor Plate-1
Book details
  • Vendor Elsevier S & T
  • SKU 9780120147618
  • ISBN-13 9780080522234
  • Author Hawkes, Peter W.
  • Category Technology & Engineering
  • Subject Optoelectronics

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Advances in Imaging and Electron Physics merges two long-running serials-Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science and digital image processing, electromagnetic wave propagation, electron microscopy, and the computing methods used in all these domains.