1st Edition
Insight into Images Principles and Practice for Segmentation, Registration, and Image Analysis
Edited By Terry S. Yoo
Copyright 2004
418 Pages
by
A K Peters/CRC Press
A companion to the Insight Toolkit An introduction to the theory of modern medical image processing, including the analysis of data from - X-ray computer tomography, - magnetic resonance imaging, - nuclear medicine, - and ultrasound. Using an algorithmic approach, and providing the mathematical, statistical, or signal processing as needed for background, the authors describe the principles of all... Read more
Foreword Introduction and Basics 1 Introduction 2 Basic Image Processing and Linear Operators 3 Statistics of Pattern Recognition 4 Nonlinear Image Filtering with Partial Differential Equations II Segmentation 5 Segmentation Basics 6 Fuzzy Connectedness 7 Markov Random Field Models 8 lsosurfaces and Level Sets 9 Deformable Models III Registration 10 Medical Image Registration: Concepts and Implementation 11 Non-Rigid Image Registration IV Hybrid Methods- Mixed Approaches to Segmentation 12 Hybrid Segmentation Methods Index.
Biography
Terry S. Yoo, National Library of Medicine, NIH Office of High Performance Computing and Communications.
