Digital picture processing

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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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Title Statements

Full title :Digital picture processing. / Azriel Rosenfeld, Avinash C. Kak.

Summary

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.

Edition Statements

Publication Date:1982.
Edition:2nd ed

Publication Statements

Publisher(s):Academic Press, Inc
Place of Publication:Orlando
Language:eng
Publication Date:1982.

The Physical Object

Description:1 online resource (xiii, 435 pages :) : : illustrations.

Edition Identifiers

ISBN:9780323139915, 0323139914, 1299052010, 9781299052017
oclc:ocn847715242
LC Classification:TA1630
Dewey Decimal:621.3/67/0151

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 Fu…