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

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Special Collection:e-book
Format: Book
Language:English
Published: Cham : : Springer International Publishing : Imprint: Springer,, 2018
Edition:1st ed. 2018.
Series:SpringerBriefs in Mathematics,, ISSN 2191-8198
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Online Access:https://doi.org/10.1007/978-3-319-78482-3
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100 1 |a Prandi, Dario.  |e szerző  |4 aut  |4 http://id.loc.gov/vocabulary/relators/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  |c by Dario Prandi, Jean-Paul Gauthier. 
250 |a 1st ed. 2018. 
260 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2018 
300 |a XIV, 113 p. 14 illus., 6 illus. in color.  |b online forrás 
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490 1 |a SpringerBriefs in Mathematics,  |x 2191-8198 
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. 
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. 
580 |a Nyomtatott kiadás: ISBN 9783319784816 
580 |a Nyomtatott kiadás: ISBN 9783319784830 
506 |a Az e-könyvek a teljes ELTE IP-tartományon belül online elérhetők. 
598 |a könyv 
595 |a e-book 
650 0 |a Harmonic analysis. 
650 0 |a Computer vision. 
650 1 4 |a Abstract Harmonic Analysis. 
650 2 4 |a Mathematical Applications in Computer Science. 
650 2 4 |a Computer Imaging, Vision, Pattern Recognition and Graphics. 
653 |a elektronikus könyv 
700 1 |a Gauthier, Jean-Paul.  |e szerző  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service)  |e közreadó testület 
830 0 |a SpringerBriefs in Mathematics,  |x 2191-8198 
856 4 0 |y Online változat  |u https://doi.org/10.1007/978-3-319-78482-3 
850 |a B2 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2018