The Resource Group Theoretical Methods in Image Processing, by Reiner Lenz, (electronic resource)

Group Theoretical Methods in Image Processing, by Reiner Lenz, (electronic resource)

Label
Group Theoretical Methods in Image Processing
Title
Group Theoretical Methods in Image Processing
Statement of responsibility
by Reiner Lenz
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
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
Member of
http://library.link/vocab/creatorName
Lenz, Reiner
Image bit depth
0
LC call number
  • Q337.5
  • TK7882.P3
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
413
http://library.link/vocab/subjectName
  • Computer science
  • Computer vision
  • Optical pattern recognition
  • Group theory
  • Computer Science
  • Pattern Recognition
  • Image Processing and Computer Vision
  • Group Theory and Generalizations
Label
Group Theoretical Methods in Image Processing, by Reiner Lenz, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preliminaries -- Representations of groups -- Representations of somes matrix groups -- Fourier series on compact groups -- Applications
Dimensions
unknown
Extent
X, 142 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540469476
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/3-540-52290-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-46947-6
Label
Group Theoretical Methods in Image Processing, by Reiner Lenz, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preliminaries -- Representations of groups -- Representations of somes matrix groups -- Fourier series on compact groups -- Applications
Dimensions
unknown
Extent
X, 142 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540469476
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/3-540-52290-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-46947-6

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