Group Theoretical Methods in Image Processing: 413 - Brossura

Lenz, Reiner

Brossura

ISBN 10: 3540522905 ISBN 13: 9783540522904

Casa editrice: Springer, 1990

Riassunto

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.

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Contenuti

Preliminaries.- Representations of groups.- Representations of somes matrix groups.- Fourier series on compact groups.- Applications.

Product Description

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Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 1990
• Lingua: Inglese
• ISBN 10: 3540522905
• ISBN 13: 9783540522904
• Rilegatura: Copertina flessibile
• Numero di pagine: 152
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Germania