LEADER 03257nam  22005655  450 
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010   $a3-319-78482-X
024 7 $a10.1007/978-3-319-78482-3
035   $a(CKB)4100000004834889
035   $a(DE-He213)978-3-319-78482-3
035   $a(MiAaPQ)EBC5428761
035   $a(PPN)229495729
035   $a(EXLCZ)994100000004834889
100   $a20180611d2018      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 12$aA Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Image Reconstruction and Pattern Recognition /$fby Dario Prandi, Jean-Paul Gauthier
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (XIV, 113 p. 14 illus., 6 illus. in color.) 
225 1 $aSpringerBriefs in Mathematics,$x2191-8198
311   $a3-319-78481-1 
327   $a1 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.
330   $aThis book proposes a semi-discrete version of the theory of Petitot and Citti-Sarti, leading to a left-invariant structure over the group SE(2,N), restricted to a finite number of rotations. This apparently very simple group is in fact quite atypical: it is maximally almost periodic, which leads to much simpler harmonic analysis compared to SE(2). Based upon this semi-discrete model, the authors improve on previous image-reconstruction algorithms and develop a pattern-recognition theory that also leads to very efficient algorithms in practice.
410  0$aSpringerBriefs in Mathematics,$x2191-8198
606   $aHarmonic analysis
606   $aComputer science?Mathematics
606   $aComputer mathematics
606   $aOptical data processing
606   $aAbstract Harmonic Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M12015
606   $aMathematical Applications in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/M13110
606   $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005
615  0$aHarmonic analysis.
615  0$aComputer science?Mathematics.
615  0$aComputer mathematics.
615  0$aOptical data processing.
615 14$aAbstract Harmonic Analysis.
615 24$aMathematical Applications in Computer Science.
615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics.
676   $a515.785
700   $aPrandi$b Dario$4aut$4http://id.loc.gov/vocabulary/relators/aut$0767706
702   $aGauthier$b Jean-Paul$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910300117103321
996   $aA Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Image Reconstruction and Pattern Recognition$92047138
997   $aUNINA