Volumetric image analysis

著者

書誌事項

Volumetric image analysis

Gabriele Lohmann

Wiley , Teubner, c1998

  • : Wiley
  • : Teubner

大学図書館所蔵 件 / 全13件

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注記

References : p. [225]-239

Includes index

内容説明・目次

内容説明

Volumetric, or three-dimensional, digital imaging now plays a vital role in many areas of research such as medicine and geology. Medical images acquired by tomographic scanners for instance are often given as a stack of cross-sectional image slices. Such images are called ?volumetric? because they depict objects in their entire three-dimensional extent rather than just as a projection onto a two-dimensional image plane. Since huge amounts of volumetric data are continually being produced in many places around the world, techniques for their automatic analysis become ever more important. Written by a computer vision specialist, this clear, detailed account of volumetric image analysis techniques provides a practical approach to the field including the following topics: preprocessing of volumetric images obtaining quantitative measurements in volumetric images detection and modelling of objects in volumetric images To students without prior knowledge of computer vision this book will serve as a self-contained comprehensive introduction. Experienced practitioners and researchers will find it a helpful reference and a source of high level case material.

目次

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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