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

121 Pages·2018·2.662 MB·English
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by Dario Prandi, Jean-Paul Gauthier| 2018| 121 pages| 2.662| English

About 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 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.

Detailed Information

Author:Dario Prandi, Jean-Paul Gauthier
Publication Year:2018
Pages:121
Language:English
File Size:2.662
Format:PDF
Price:FREE
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