Guide to Medical Image Analysis: Methods and Algorithms (Advances in Computer Vision and Pattern Recognition) [Hardcover] [Feb 05, 2012] Toennies, Klaus D.

Toennies, Klaus D.

ISBN 10: 1447127501 / ISBN 13: 9781447127505

Published by Springer, 2012

About this Item

A brand new book in pristine condition. Showing zero signs of shelf wear, creases, or damage.

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Bibliographic Details

• Title: Guide to Medical Image Analysis: Methods and Algorithms (Advances in Computer Vision and Pattern Recognition) [Hardcover] [Feb 05, 2012] Toennies, Klaus D.
• Publisher: Springer
• Publication Date: 2012
• Language: English
• ISBN 10: 1447127501
• ISBN 13: 9781447127505
• Binding: Hardcover
• Condition: New

About this title

Synopsis

This book presents a comprehensive overview of medical image analysis. Practical in approach, the text is uniquely structured by potential applications. Features: presents learning objectives, exercises and concluding remarks in each chapter, in addition to a glossary of abbreviations; describes a range of common imaging techniques, reconstruction techniques and image artefacts; discusses the archival and transfer of images, including the HL7 and DICOM standards; presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing; examines various feature detection and segmentation techniques, together with methods for computing a registration or normalisation transformation; explores object detection, as well as classification based on segment attributes such as shape and appearance; reviews the validation of an analysis method; includes appendices on Markov random field optimization, variational calculus and principal component analysis.

About the Author

Dr. Klaus D. Toennies is a Professor of Image Processing and Pattern Recognition at the Department of Simulation and Graphics of the Otto-von-Guericke University of Magdeburg, Germany.