Introduction to Medical Image Analysis 1st edition by Rasmus R. Paulsen, Thomas B. Moeslund – Ebook PDF Instant Download/Delivery: 3030393649, 9783030393649
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Product details:
ISBN 10: 3030393649
ISBN 13: 9783030393649
Author: Rasmus R. Paulsen, Thomas B. Moeslund
This easy-to-follow textbook presents an engaging introduction to the fascinating world of medical image analysis. Avoiding an overly mathematical treatment, the text focuses on intuitive explanations, illustrating the key algorithms and concepts in a way which will make sense to students from a broad range of different backgrounds. Topics and features: explains what light is, and how it can be captured by a camera and converted into an image, as well as how images can be compressed and stored; describes basic image manipulation methods for understanding and improving image quality, and a useful segmentation algorithm; reviews the basic image processing methods for segmenting or enhancing certain features in an image, with a focus on morphology methods for binary images; examines how to detect, describe, and recognize objects in an image, and how the nature of color can be used for segmenting objects; introduces a statistical method to determine what class of object the pixelsin an image represent; describes how to change the geometry within an image, how to align two images so that they are as similar as possible, and how to detect lines and paths in images; provides further exercises and other supplementary material at an associated website. This concise and accessible textbook will be invaluable to undergraduate students of computer science, engineering, medicine, and any multi-disciplinary courses that combine topics on health with data science. Medical practitioners working with medical imaging devices will also appreciate this easy-to-understand explanation of the technology.
Introduction to Medical Image Analysis 1st table of contents:
1. Introduction
2. Image Acquisition
3. Image Storage and Compression
4. Point Processing
5. Neighborhood Processing
6. Morphology
7. BLOB Analysis
8. Color Images
9. Pixel Classification
10. Geometric Transformations
11. Image Registration
12. Line and Path Detection
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Tags: Introduction, Medical Image, Rasmus Paulsen, Thomas Moeslund


