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A Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Ima...

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A Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Image Reconstruction and Pattern Recognition

Jean-Paul Gauthier, Dario Prandi

Springer
Collection: SpringerBriefs in Mathematics
Publication date : 2018-06-11

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This book proposes a semi-discrete version of the theory of Petitot and Citti-Sarti, leading to a left-invariant structure over the group SE(2,N), restricted to a finite number of rotations. This apparently very simple group is in fact quite atypical: it is maximally almost periodic, which leads to much simpler harmonic analysis compared to SE(2). Based upon this semi-discrete model, the authors improve on previous image-reconstruction algorithms and develop a pattern-recognition theory that also leads to very efficient algorithms in practice.

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About the book

Author

Jean-Paul Gauthier , Dario Prandi

Imprint

Springer

Collection

SpringerBriefs in Mathematics

Publication date

2018-06-11

Pages

113 pages

Print ISBN

9783319784816

Language

English

Ebook informations

EAN PDF

9783319784823

Price

£44.99

Copy count 1

Print count 11

File size 2765 Ko

Informations accessibility

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About author(s)

Jean-Paul Gauthier

Dario Prandi

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