.../ПУБЛИКАЦИИИ/МОНОГРАФИИ

Computer Image Processing

Victor A. Soifer

VDM Verlag Dr. Müller, 2007г., English
Описание книги
:
Part.1
Part.2

Abstract::
Image processing means the execution of different procedures with a specific purpose upon the images. In view of the commonality of mathematical models, the methods proposed in this book are quite universal and can be applied to the processing of a wide range of multidimensional signals. Theory and practical outcomes detailed in the book are based on the original research of the scientists of the Image Processing Systems Institute of Russian Academy of Sciences (IPSI). Part I of the book serves as an introduction to the problem, basic concepts and classical methods, demonstrates the main aspects of signals analysis and representation. Part II of the book provides explanation of the methods for the image compression, synthesis of fast algorithms, direction field, image feature extraction, objects detection in image. Appendixes in the Part II deal with the examples of the methods application to the tasks of biomedical image processing and remote sensing. The book is aimed at a wide audience, who is interested in computer image processing. The presented results could be recommended as the basis for the subsequent independent research.
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Table of contents

  Introduction 1
     
  Section I 5
Chapter 1

Mathematical models of images

7
       
Chapter 2

Image quality measures and errors of the image discrete representation

143
       
Chapter 3

Image improvement and estimation of geometrical parameters

167
       
Chapter 4

Image recognition

241
       
  Section II 283
       
Chapter 5

Algebraic-arithmetical methods for synthesis of fast algorithms for discrete orthogonal transforms

285
       
Chapter 6.

Image compression

365
       
Chapter 7.

Direction field method

439
       
Chapter 8.

Parallel-recursive methods for local image processin

503
       
Chapter 9

Pattern detection and recognition in images

575
     
Chapter 10

Estimation by a small number of observations in image processing

667
     
Appendix A1

Computer processing of cartographic and satellite images

733
     
Appendix A2

Biomedical images processing

787