Fundamentals of Digital Imaging in Medicine + Cd-Rom

About this book

In general, image processing texts are intended for students of engineering and computer science, and there is little written at all on the specific requirements of medical image processing. Students of medical radiation science (Diagnostic radiography, Nuclear medicine, Radiation therapy) usually have minimal mathematical and computer science training and find the available texts incomprehensible. A text that explains the principles of image processing in minimally-mathematical language is needed for these students. Contrary to the claims of some textbook authors, the vast majority of technologists that process images do not need to understand the mathematics involved, but would nevertheless benefit from a thorough understanding of the general process.

Written for: All professionals who use ultrasound, X-ray, magnetic resonance, PET and SPECT imaging technology

Table of contents

Introduction

Medical Images - Diagnostic images, Treatment images

Digital Images - Information content, Resolution, Interpolation, Compression and storage

Contrast - Histograms, Contrast adjustment, Equalization

The Spatial and Frequency Domains - The concept of spatial frequency, The Fourier transform

Image Filters - Frequency domain filters, Spatial domain filters

Noise - Sources, Reduction

Image Registration - Transformations, Interpolation, Rigid registration, Non-rigid registration

Morphology - Segmentation, Shape measurement, Texture measurement