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

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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