Guide to Medical Image Analysis Methods and Algorithms /

• Κύριος συγγραφέας: Toennies, Klaus D. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2012.
• Σειρά: Advances in Computer Vision and Pattern Recognition,
• Θέματα: Computer science.; Radiology.; Image processing.; Computer Science.; Image Processing and Computer Vision.; Imaging / Radiology.

Analysis of medical imaging poses special challenges distinct from traditional image analysis. Furthermore, the analysis must fit into the clinical workflow within which it has been requested. This important guide/reference presents a comprehensive overview of medical image analysis. Highly practica...

Πίνακας περιεχομένων:

• 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.