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Landmark-Based Image Analysis

Name: Landmark-Based Image Analysis
Brand: Springer Netherlands
SKU: 01396656
Price: 109.29 EUR
Availability: InStock
Author: K. Rohr
ISBN: 9780792367512

Using Geometric and Intensity Models

K. Rohr

Language

English

Book Hardback

Libristo code: 01396656

Publishers Springer Netherlands, November 2000

This is the first comprehensive treatment of the extraction of landmarks from multimodality images a... Full description

Libristo code: 01396656

267 b

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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.