Buch, Englisch, Band 413, 139 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 242 g
Buch, Englisch, Band 413, 139 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 242 g
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-540-52290-4
Verlag: Springer Berlin Heidelberg
In this volume the author gives an introduction to the theory of group representations and their applications in image science. The main feature of the presentation is a systematic treatment of the invariance principle in image processing and pattern recognition with the help of group theoretical methods. The invariance properties of a problem often largely define the solution to the problem. Invariance principles are well known in theoretical physics but their use in image processing is only a few years old. The reader will find that group theory provides a unifying framework for many problems in image science. The volume is based on graduate-level lectures given by the author, and the book is intended for students and researchers interested in theoretical aspects of computer vision.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
- Mathematik | Informatik EDV | Informatik Professionelle Anwendung
- Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
Weitere Infos & Material
Preliminaries.- Representations of groups.- Representations of somes matrix groups.- Fourier series on compact groups.- Applications.
