A Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Image Reconstruction and Pattern Recognition
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...
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| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Cham :
Springer International Publishing,
2018.
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| Vydání: | 1st ed. 2018. |
| Edice: | SpringerBriefs in Mathematics,
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| Témata: | |
| ISBN: | 9783319784823 |
| ISSN: | 2191-8198 |
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| 007 | cr nn 008mamaa | ||
| 008 | 180611s2018 gw | s |||| 0|eng d | ||
| 020 | |a 9783319784823 | ||
| 024 | 7 | |a 10.1007/978-3-319-78482-3 |2 doi | |
| 035 | |a CVTIDW13922 | ||
| 040 | |a Springer-Nature |b eng |c CVTISR |e AACR2 | ||
| 041 | |a eng | ||
| 100 | 1 | |a Prandi, Dario. |4 aut | |
| 245 | 1 | 2 | |a A Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Image Reconstruction and Pattern Recognition |h [electronic resource] / |c by Dario Prandi, Jean-Paul Gauthier. |
| 250 | |a 1st ed. 2018. | ||
| 260 | 1 | |a Cham : |b Springer International Publishing, |c 2018. | |
| 300 | |a XIV, 113 p. 14 illus., 6 illus. in color. |b online resource. | ||
| 490 | 1 | |a SpringerBriefs in Mathematics, |x 2191-8198 | |
| 500 | |a Mathematics and Statistics | ||
| 505 | 0 | |a 1 Introduction -- 2 Preliminaries -- 3 Lifts -- 4 Almost-periodic interpolation and approximation -- 5 Pattern recognition -- 6 Image reconstruction -- 7 Applications -- 8 Appendix: A Circulant matrices -- 9 Appendix B: Bispectrally admissible sets. | |
| 516 | |a text file PDF | ||
| 520 | |a 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. | ||
| 650 | 0 | |a Harmonic analysis. | |
| 650 | 0 | |a Computer science-Mathematics. | |
| 650 | 0 | |a Computer mathematics. | |
| 650 | 0 | |a Optical data processing. | |
| 856 | 4 | 0 | |u http://hanproxy.cvtisr.sk/han/cvti-ebook-springer-eisbn-978-3-319-78482-3 |y Vzdialený prístup pre registrovaných používateľov |
| 910 | |b ZE11202 | ||
| 919 | |a 978-3-319-78482-3 | ||
| 974 | |a andrea.lebedova |f Elektronické zdroje | ||
| 992 | |a SUD | ||
| 999 | |c 242611 |d 242611 | ||