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Computational Vision and Medical Image Processing IV
book

Computational Vision and Medical Image Processing IV

by Joao RS Tavares, Jorge R.M. Natal
October 2013
Intermediate to advanced content levelIntermediate to advanced
492 pages
21h 54m
English
CRC Press
Content preview from Computational Vision and Medical Image Processing IV
301
Computational Vision and Medical Image Processing IV – João Tavares & Natal Jorge (eds)
© 2014 Taylor & Francis Group, London, ISBN 978-1-138-00081-0
Pattern recognition framework based on the best rank-(R
1
, R
2
, …, R
K
)
tensor approximation
B. Cyganek
AGH University of Science and Technology, Krakow, Poland
ABSTRACT: The paper presents a framework for pattern recognition in digital images based on the
best rank-(R
1
, R
2
, …, R
K
) decomposition of the prototype pattern tensors. The tensors are obtained from
the patterns defining the classes. In the case of a class with only a single prototype, its pattern tensor is
constructed from geometrically deformed versions of that pattern. Pattern recognition is accomplished
by testing a distance of the fea ...
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Publisher Resources

ISBN: 9781138000810