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Biomedical Image Analysis : Statistical and Variational Methods download pdf

Biomedical Image Analysis : Statistical and Variational Methods by Aly A. Farag
Biomedical Image Analysis : Statistical and Variational Methods
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Author: Aly A. Farag
Page Count: 496 pages
Published Date: 31 Dec 2014
Publisher: CAMBRIDGE UNIVERSITY PRESS
Publication Country: Cambridge, United Kingdom
Language: English
ISBN: 9780521196796
File size: 23 Mb
File Name: Biomedical.Image.Analysis.Statistical.and.Variational.Methods.pdf
Download Link: Biomedical Image Analysis Statistical and Variational Methods
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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.

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