Geometric Methods in Signal and Image Analysis

A comprehensive guide to modern geometric methods for signal and image analysis, from basic principles to state-of-the-art concepts and applications.

Sommario

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.

Info autore

H. Krim is Professor of Electrical and Computer Engineering and Director of the Vision, Information and Statistical Signal Theories and Applications group at North Carolina State University. Previously he was a Member of Technical Staff at AT&T Bell Labs and has spent nearly two decades bringing geometric and topological tools to solve real-world and applied problems in signal and image analysis, developing innovative tools which are being used in industry and government alike.Abdessamad Ben Hamza is Associate Professor and Associate Director of the Concordia Institute for Information Systems Engineering (CIISE) at Concordia University, Montreal. Previously he was a postdoctoral research associate at Duke University in North Carolina, affiliated with both the Department of Electrical and Computer Engineering and the Fitzpatrick Center for Photonics and Communications Systems. He is also a licensed Professional Engineer and a Senior Member of the IEEE.

Riassunto

A comprehensive guide to modern geometric methods for signal and image analysis, covering basic principles as well as state-of-the-art concepts and applications. This is an ideal resource for graduate students, researchers, and practitioners in a range of fields including signal and image processing, biomedical engineering, and computer graphics.

Dettagli sul prodotto

• Autori: Abdessamad Ben Hamza, Abdessamad (Concordia University Ben Hamza, Ben Hamza Abdessamad, Krim Hamid, Krim Ben Hamza Hamid, Hamid Krim, Hamid (North Carolina State University) Krim, Hamid (North Carolina State University) Ben Krim
• Editore: Cambridge University Press ELT
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 18.06.2015
• EAN: 9781107033900
• ISBN: 978-1-107-03390-0
• Pagine: 295
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Software applicativo; TECHNOLOGY & ENGINEERING / Signals & Signal Processing, Engineering: general, Electronics engineering, Communications engineering / telecommunications, Graphical & digital media applications