Biomedical Image Analysis - Statistical and Variational Methods

Biomedical Image Analysis - Statistical and Variational Methods

von: Aly A. Farag

Cambridge University Press, 2014

ISBN: 9781139989138

Format: PDF

Kopierschutz: DRM

Windows PC,Mac OSX für alle DRM-fähigen eReader Apple iPad, Android Tablet PC's

Preis: 139,39 EUR

Mehr zum Inhalt

Biomedical Image Analysis - Statistical and Variational Methods


Ideal for classroom use and self-study, this book explains the implementation of the most effective modern methods in image analysis, covering segmentation, registration and visualisation, and focusing on the key theories, algorithms and applications that have emerged from recent progress in computer vision, imaging and computational biomedical science. Structured around five core building blocks - signals, systems, image formation and modality, stochastic models, computational geometry, level set methods, and tools and CAD models - it provides a solid overview of the field. Mathematical and statistical topics are presented in a straightforward manner, enabling the reader to gain a deep understanding of the subject without becoming entangled in mathematical complexities. Theory is connected to practical examples in x-ray, ultrasound, nuclear medicine, MRI and CT imaging, removing the abstract nature of the models and assisting reader understanding, whilst computer simulations, online course slides and a solution manual provide a complete instructor package.