Description

Book Synopsis
Written 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 Contents

Preface 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

Volumetric Image Analysis An Overview

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    A Hardback by Gabriele Lohmann

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      Book details

      Publisher John Wiley & Sons Inc
      Published 19 January 1998
      ISBN-13 9780471967859
      978-0471967859
      ISBN-10 0471967858
      Also in:
      Medical equipment, devices and techniques Applied optics Electronics and communications engineering

      Description

      Book Synopsis
      Written 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 Contents

      Preface 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

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