Multiscale Transforms with Application to Image Processing

Book Description

This book provides an introduction to , an overview of the transforms which are most widely used in the field of , and an introduction to the application of multiscale transforms in .

The book is divided into three parts, with the first part offering the reader a basic introduction to image . The second part of the book starts with a chapter on Fourier analysis and Fourier transforms, wavelet analysis, and ends with a chapter on new multiscale transforms. The final part of the book deals with all of the most important applications of multiscale transforms in image .

The chapters consist of both tutorial and highly advanced material, and as such the book is intended to be a reference text for graduate students and researchers to obtain state-of-the-art knowledge on specific applications. The technique of solving problems in the transform domain is common in applied and widely used in research and industry, but is a somewhat neglected subject within the undergraduate curriculum. It is hoped that faculty can use this book to create a course that can be offered early in the curriculum and fill this void. Also, the book is intended to be used as a reference manual for scientists who are engaged in image processing research, developers of image processing hardware and software , and practising engineers and scientists who use image processing as a tool in their applications.

Table of Contents

Part I Introduction to Image Processing
Chapter 1 Of Image Processing

Part II Multiscale Transform
Chapter 2 Fourier Analysis And Fourier Transform
Chapter 3 Wavelets And Wavelet Transform
Chapter 4 New Multiscale Constructions

Part III Application of Multiscale Transforms to Image Processing
Chapter 5 Image Restoration
Chapter 6 Image Enhancement

Appendix A Real and Complex Number System
Appendix B Vector Space
Appendix C Linear Transformation, Matrices
Appendix D Inner Product Space and Orthonormal Basis
Appendix E Functions and Convergence

Book Details

  • Title: Multiscale Transforms with Application to Image Processing
  • Author: , ,
  • Length: 254 pages
  • Edition: 1st ed. 2018
  • Language: English
  • Publisher:
  • Publication Date: 2018-01-07
  • ISBN-10: 981107271X
  • ISBN-13: 9789811072710
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