Digital image compression techniques

In order to utilize digital images effectively, specific techniques are needed to reduce the number of bits required for their representation. This Tutorial Text provides the groundwork for understanding these image compression techniques and presents a number of different schemes that have proven u...

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Bibliographic Details
Main Author Rabbani, Majid, 1955-
Other Authors Jones, Paul W., 1958-
Format Electronic eBook
LanguageEnglish
Published Bellingham, Wash., USA : Spie Optical Engineering Press, ©1991.
SeriesTutorial texts in optical engineering ; v. TT 7.
Subjects
Image processing > Digital techniques.
Coding theory.
Image compression > Data processing.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781615837373
9780819478528
9780819406484
Physical Description1 online zdroj (xv, 221 pages) : illustrations.

Cover

Table of Contents:
  • I. Background
  • Digital images and image compression
  • II. Information theory concepts
  • Source models and entropy
  • Variable-length codes
  • Entropy estimation and lossless compression
  • Rate-distortion theory and lossy compression
  • III. Lossless compression techniques
  • Introduction
  • Bit plane encoding
  • Lossy plus lossless residual encoding
  • IV. Lossy compression techniques
  • Introduction
  • Lossy predictive coding
  • Transform coding
  • Block truncation coding
  • Vector quantization
  • Subband coding
  • Hierarchical coding
  • Choosing a lossy compression technique
  • Appendix Compression of color images.

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