Group Theoretical Methods in Image Processing
(Sprache: Englisch)
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...
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Klappentext zu „Group Theoretical Methods in Image Processing “
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.
Inhaltsverzeichnis zu „Group Theoretical Methods in Image Processing “
Preliminaries.- Representations of groups.- Representations of somes matrix groups.- Fourier series on compact groups.- Applications.
Bibliographische Angaben
- Autor: Reiner Lenz
- 1990, VIII, 139 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3540522905
- ISBN-13: 9783540522904
- Erscheinungsdatum: 07.03.1990
Sprache:
Englisch
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