Group Theoretical Methods in Image Processing by Reiner LenzGroup Theoretical Methods in Image Processing by Reiner Lenz

Group Theoretical Methods in Image Processing

byReiner Lenz

Paperback | March 7, 1990

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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.
Title:Group Theoretical Methods in Image ProcessingFormat:PaperbackDimensions:147 pagesPublished:March 7, 1990Publisher:Springer Berlin HeidelbergLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3540522905

ISBN - 13:9783540522904

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Table of Contents

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