Description
Book SynopsisWritten by a computer vision specialist, this title offers an account of volumetric image analysis techniques. It offers a practical approach to the field including the following topics: preprocessing of volumetric images; obtaining quantitative measurements in volumetric images; and, detection and modelling of objects in volumetric images.
Table of ContentsPreface ix
Acknowledgements xi
1 Introduction 1
Part I: 3D Binary Images 7
2 Basics 9
3 Features of 3D Components 43
4 Operations on 3D Binary Images 61
Part II: 3D Grey Level Images 103
5 Image Enhancement 105
6 Geometric Transformations of Voxel Images 117
7 Surface Segmentation 129
8 Region Segmentation 169
Part III: Modelling and Registration of Objects 177
9 Surface Tiling 181
10 Surface Reconstruction 193
11 Registration 203
Appendix 215
A Displaying Volumetric Images 215
References 225
Index 241
