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Volumetric Image Analysis
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Volumetric digital images are three-dimensional image arrays corresponding to a stack of two-dimensional slices, produced for instance by a tomographic scanner. Such images play an important role in various applications, especially in medical image processing, in the processing of seismic data and in many other areas.This book presents a largely self-contained comprehensive introduction to the field in a form that can serve as a textbook at an advanced level. It will also be useful to engineers and computer scientists with an interest in volumetric image analysis systems.Summary of contents:1....
Volumetric digital images are three-dimensional image arrays corresponding to a stack of two-dimensional slices, produced for instance by a tomographic scanner. Such images play an important role in various applications, especially in medical image processing, in the processing of seismic data and in many other areas.
This book presents a largely self-contained comprehensive introduction to the field in a form that can serve as a textbook at an advanced level. It will also be useful to engineers and computer scientists with an interest in volumetric image analysis systems.
Summary of contents:
1. Digital 3D Topology
2. 3D Data Structures
3. Interpolation
4. Registration
5. Detection and Modelling of Objects in Volumetric Images
6. Surfaces in 3D
7. Volumetric Rendering TechniquesDiese ausführliche Einführung in die Volumetrische Bildanalyse - einem sich rasch entwickelnden Forschungszweig - spiegelt alle Hauptaspekte des Themas wider und erläutert die Beziehung zu anderenArten der Bildanalyse. Hier wird die umfassende mathematische Analyse verbunden mit der Beschreibung medizinischer und seismischer Anwendungsmöglichkeiten.
This book presents a largely self-contained comprehensive introduction to the field in a form that can serve as a textbook at an advanced level. It will also be useful to engineers and computer scientists with an interest in volumetric image analysis systems.
Summary of contents:
1. Digital 3D Topology
2. 3D Data Structures
3. Interpolation
4. Registration
5. Detection and Modelling of Objects in Volumetric Images
6. Surfaces in 3D
7. Volumetric Rendering TechniquesDiese ausführliche Einführung in die Volumetrische Bildanalyse - einem sich rasch entwickelnden Forschungszweig - spiegelt alle Hauptaspekte des Themas wider und erläutert die Beziehung zu anderenArten der Bildanalyse. Hier wird die umfassende mathematische Analyse verbunden mit der Beschreibung medizinischer und seismischer Anwendungsmöglichkeiten.