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Digital Picture Processing

An Introduction

  • Leonid P. Yaroslavsky

Part of the Springer Series in Information Sciences book series (SSINF, volume 9)

Table of contents

  1. Front Matter
    Pages I-XII
  2. Introduction

    1. Leonid P. Yaroslavsky
      Pages 1-5
  3. Fundamentals of the Theory of Digital Signal Processing

    1. Front Matter
      Pages 7-7
    2. Leonid P. Yaroslavsky
      Pages 8-39
    3. Leonid P. Yaroslavsky
      Pages 40-74
    4. Leonid P. Yaroslavsky
      Pages 75-127
    5. Leonid P. Yaroslavsky
      Pages 128-165
    6. Leonid P. Yaroslavsky
      Pages 166-183
  4. Picture Processing

    1. Front Matter
      Pages 185-185
    2. Leonid P. Yaroslavsky
      Pages 186-210
    3. Leonid P. Yaroslavsky
      Pages 211-240
    4. Leonid P. Yaroslavsky
      Pages 241-262
    5. Leonid P. Yaroslavsky
      Pages 263-265
  5. Back Matter
    Pages 267-276

About this book

Introduction

The text has been prepared for researchers involved in picture processing. It is designed to help them in mastering the methods at the professional level. From the viewpoint of both signal theory and information theory, the treatment covers the basic principles of the digital methods for the processing of continuous signals such as picture signals. In addition, it reviews schemes for correcting signal distortion in imaging systems, for the enhancement of picture contrast, and for the automatic measurement of picture details. The text contains new results on digital filtering and transformation, and a new approach to picture processing. The main applications, as documented by numerous examples, are in space research, remote sensing, medical diag­ nostics, nondestructive testing. The material has been tested extensively in class-room use with students of both computer science and electrical engineering at the senior undergraduate and the first-year graduate level. The present edition is not a translation of the original Russian book, but it has been extended substantially as well as updated. The author is grate­ ful to Dr. H. Lotsch of Springer-Verlag for his proposal to prepare this text and for many helpful suggestions. He likes to thank Dr. P. Hawkes for a careful copy-editing of the manuscript, and acknowledges numerous criti­ cal comments by Professors S.L. Gorelik, T.S. Huang, A.W. Lohmann,and A.M. Trakhtman.

Keywords

ASTER algorithms computer graphics design engine filtering information information theory interference interpolation remote sensing sensing signal signal processing transformation

Authors and affiliations

  • Leonid P. Yaroslavsky
    • 1
  1. 1.Institute for Information Transmission ProblemsMoscowUSSR

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-81929-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 1985
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-642-81931-5
  • Online ISBN 978-3-642-81929-2
  • Series Print ISSN 0720-678X
  • Buy this book on publisher's site