Del i serien Advances in Computer Vision and Pattern Recognition

Guide to Medical Image Analysis

Methods and Algorithms

Häftad, Engelska, 2014

AvKlaus D. Toennies

1 009 kr

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This book presents a comprehensive overview of medical image analysis. describes a range of common imaging techniques, reconstruction techniques and image artefacts; presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing;

Produktinformation

Utgivningsdatum2014-04-13
Mått155 x 235 x 27 mm
Vikt733 g
FormatHäftad
SpråkEngelska
SerieAdvances in Computer Vision and Pattern Recognition
Antal sidor468
FörlagSpringer London Ltd
ISBN9781447160960

Tillhör följande kategorier

Systemvetenskap och AI inom Data och IT
Medicinsk bildbehandling inom Medicin

The 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.- References.