Geometric Methods in Signal and Image Analysis
Geometric Methods in Signal and Image Analysis
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£68.00
GBPThis comprehensive guide offers a new approach for developing and implementing robust computational methodologies that uncover the key geometric and topological information from signals and images. With the help of detailed real-world examples and applications, readers will learn how to solve complex signal and image processing problems in fields ranging from remote sensing to medical imaging, bioinformatics, robotics, security, and defence. With an emphasis on intuitive and application-driven arguments, this text covers not only a range of methods in use today, but also introduces promising new developments for the future, bringing the reader up-to-date with the state of the art in signal and image analysis. Covering basic principles as well as advanced concepts and applications, and with examples and homework exercises, this is an invaluable resource for graduate students, researchers, and industry practitioners in a range of fields including signal and image processing, biomedical engineering, and computer graphics.
- Includes state-of-the-art applications and recent research developments in the field
- Provides detailed examples of real-world signal and image processing problems
- Comprehensive but accessible, covering basic principles as well as detailing more advanced concepts
Product details
July 2015Adobe eBook Reader
9781316354964
0 pages
0kg
211 b/w illus. 3 tables 7 exercises
This ISBN is for an eBook version which is distributed on our behalf by a third party.
Table of Contents
- 1. Introduction
- 2. Fundamentals of group theory
- 3. Vector spaces
- 4. Differential geometry of curves and surfaces
- 5. Geometric and differential topology of manifolds
- 6. Computational algebraic topology.
