| A Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Image Reconstruction and Pattern Recognition 2018 Edition Contributor(s): Prandi, Dario (Author), Gauthier, Jean-Paul (Author) |
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ISBN: 3319784811 ISBN-13: 9783319784816 Publisher: Springer OUR PRICE: $52.24 Product Type: Paperback - Other Formats Published: June 2018 |
| Additional Information |
| BISAC Categories: - Mathematics | Mathematical Analysis - Mathematics | Applied - Computers | Computer Vision & Pattern Recognition |
| Dewey: 004.015 |
| Series: Springerbriefs in Mathematics |
| Physical Information: 0.27" H x 6.14" W x 9.21" (0.42 lbs) 113 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |