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Landmark-Based Image Analysis by Karl Rohr
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Landmark-Based Image Analysis

Using Geometric and Intensity Models
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Description

This is the first comprehensive treatment of the extraction of landmarks from multimodality images and the use of these features for elastic image registration. The emphasis is on model-based approaches, i.e. on the use of explicitly represented knowledge in computer vision. Both geometric models (describing the shape of objects) and intensity models (directly representing the image intensities) are utilized. The work describes theoretical foundations, computational and algorithmic issues, as well as practical applications, notably in medicine (neurosurgery and radiology), remote sensing, and industrial automation. Connections with computer graphics and artificial intelligence are illustrated. Audience: This volume will be of interest to readers seeking an introduction and overview of landmark-based image analysis, and in particular to graduate students and researchers in computer science, engineering, computer vision, and medical image analysis.
Release date Australia
December 15th, 2010
Author
Audience
  • Professional & Vocational
Edition
Softcover reprint of hardcover 1st ed. 2001
Illustrations
xiv, 306 p.
Pages
306
Dimensions
155x235x17
ISBN-13
9789048156306
Product ID
8941374

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