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作者 Prandi, Dario, author
書名 A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition / by Dario Prandi, Jean-Paul Gauthier
出版項 Cham : Springer International Publishing : Imprint: Springer, 2018
國際標準書號 9783319784823 (electronic bk.)
9783319784816 (paper)
國際標準號碼 10.1007/978-3-319-78482-3 doi
book jacket
說明 1 online resource (xiv, 113 pages) : digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
系列 SpringerBriefs in mathematics, 2191-8198
SpringerBriefs in mathematics
附註 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
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
Host Item Springer eBooks
主題 Image reconstruction -- Mathematical models
Pattern perception -- Mathematical models
Mathematics
Abstract Harmonic Analysis
Mathematical Applications in Computer Science
Computer Imaging, Vision, Pattern Recognition and Graphics
Alt Author Gauthier, Jean-Paul, author
SpringerLink (Online service)
記錄 6 之 6
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