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Digital Image Processing for Medical Applications

 

 

Digital Image Processing for Medical Applications

by Geoff Dougherty 

2009 (462 pages)

ISBN:9780521860857

Using real medical images and situations to illustrate and clarify concepts and to build intuition, insight and understanding, this book covers the basics of the major clinical imaging modalities, explaining how the images are produced and acquired.

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Digital Image Processing for Medical Applications

Preface

Part I - Introduction to Image Processing

Chapter 1

-

Introduction

Chapter 2

-

Imaging Systems

Chapter 3

-

Medical Images Obtained with Ionizing Radiation

 

Chapter 4

-

Medical Images Obtained with Non-Ionizing Radiation

Part II - Fundamental Concepts of Image Processing

Chapter 5

-

Fundamentals of Digital Image Processing

Chapter 6

-

Image Enhancement in the Spatial Domain

Chapter 7

-

Image Enhancement in the Frequency Domain

Chapter 8

-

Image Restoration

 

Part III - Image Analysis

Chapter 9

-

Morphological Image Processing

Chapter 10

-

Image Segmentation

Chapter 11

-

Feature Recognition and Classification

Chapter 12

-

Three-Dimensional Visualization

Part IV - Medical Applications and Ongoing Developments

Chapter 13

-

Medical Applications of Imaging

Chapter 14

-

Frontiers of Image Processing in Medicine

Appendix A

-

The Fourier Series and Fourier Transform

Appendix B

-

Set Theory and Probability

Appendix C

-

Shape and Texture

Bibliography