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OverviewThis 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. Full Product DetailsAuthor: Klaus D. ToenniesPublisher: Springer London Ltd Imprint: Springer London Ltd Edition: 2012 ed. Dimensions: Width: 15.60cm , Height: 2.60cm , Length: 23.40cm Weight: 0.889kg ISBN: 9781447127505ISBN 10: 1447127501 Pages: 468 Publication Date: 05 February 2012 Audience: Professional and scholarly , Professional & Vocational Replaced By: 9781447173182 Format: Hardback Publisher's Status: Active Availability: In stock  We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately. Table of ContentsThe Analysis of Medical Images Digital Image Acquisition Image Storage and Transfer Image Enhancement Feature Detection Segmentation: Principles and Basic Techniques Segmentation in Feature Space Segmentation as a Graph Problem Active Contours and Active Surfaces Registration and Normalization Detection and Segmentation by Shape and Appearance Classification and Clustering Validation Optimisation of Markov Random Fields Variational Calculus Principal Component Analysis ReferencesReviewsAuthor InformationDr. 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. Tab Content 6Author Website:Countries AvailableAll regions |
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