期刊全稱 | A Semidiscrete Version of the Citti-Petitot-Sarti Model as a Plausible Model for Anthropomorphic Ima |
影響因子2023 | Dario Prandi,Jean-Paul Gauthier |
視頻video | http://file.papertrans.cn/143/142126/142126.mp4 |
發(fā)行地址 | Offers a cortical-inspired point of view on image processing.Provides fast and efficient methods for image inpainting and recognition.Presents a new theoretical framework for roto-translation invarian |
學科分類 | SpringerBriefs in Mathematics |
圖書封面 |  |
影響因子 | 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. |
Pindex | Book 2018 |