A Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Image Reconstruction and Pattern Recognition 1

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

Data & IT

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

Dario Prandi • Jean-Paul Gauthier

Pocket

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113 sidor
2018

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.

Författare: Dario Prandi, Jean-Paul Gauthier
Illustratör: Bibliographie
Format: Pocket/Paperback
ISBN: 9783319784816
Språk: Engelska
Antal sidor: 113
Utgivningsdatum: 2018-06-20
Förlag: Springer International Publishing AG