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 |
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Cham : : Springer International Publishing : Imprint: Springer,,
2018
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| 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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| Item Description: | 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. |
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| Physical Description: | XIV, 113 p. 14 illus., 6 illus. in color. : online forrás |
| ISBN: | 978-3-319-78482-3 |
| ISSN: | 2191-8198 |