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A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	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.
作者:	Prandi, Dario.
其他作者:	Gauthier, Jean-Paul.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xiv, 113 p. :digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Image reconstruction - Mathematical models. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-78482-3
ISBN:	9783319784823

A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition
Prandi, Dario.

A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition[electronic resource] /by Dario Prandi, Jean-Paul Gauthier. - Cham :Springer International Publishing :2018. - xiv, 113 p. :digital ;24 cm. - SpringerBriefs in mathematics,2191-8198. - SpringerBriefs in mathematics..

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.

ISBN: 9783319784823

Standard No.: 10.1007/978-3-319-78482-3doiSubjects--Topical Terms:

598546
Image reconstruction
--Mathematical models.

LC Class. No.: TA1637.5 / .P736 2018

Dewey Class. No.: 621.367015118

A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic image reconstruction and pattern recognition
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