Ullrich, Torsten ; Fellner, Dieter W. (2008)
Robust Shape Fitting and Semantic Enrichment.
XXI CIPA Symposium 2007. Proceedings.
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
A robust fitting and reconstruction algorithm has to cope with two major problems. First of all it has to be able to deal with noisy input data and outliers. Furthermore it should be capable of handling multiple data set mixtures. The decreasing exponential approach is robust towards outliers and multiple data set mixtures. It is able to fit a parametric model to a given point cloud. As parametric models use a description which may not only contain a generative shape but information about the inner structure of an object, the presented approach can enrich measured data with an ideal description. This technique offers a wide range of applications.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2008 |
| Autor(en): | Ullrich, Torsten ; Fellner, Dieter W. |
| Art des Eintrags: | Bibliographie |
| Titel: | Robust Shape Fitting and Semantic Enrichment |
| Sprache: | Englisch |
| Publikationsjahr: | 2008 |
| Veranstaltungstitel: | XXI CIPA Symposium 2007. Proceedings |
| Kurzbeschreibung (Abstract): | A robust fitting and reconstruction algorithm has to cope with two major problems. First of all it has to be able to deal with noisy input data and outliers. Furthermore it should be capable of handling multiple data set mixtures. The decreasing exponential approach is robust towards outliers and multiple data set mixtures. It is able to fit a parametric model to a given point cloud. As parametric models use a description which may not only contain a generative shape but information about the inner structure of an object, the presented approach can enrich measured data with an ideal description. This technique offers a wide range of applications. |
| Freie Schlagworte: | Forschungsgruppe Semantic Models, Immersive Systems (SMIS), Algorithms, Classifications, Geometry, Mathematics, Point clouds, Reconstruction, Registration |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Graphisch-Interaktive Systeme |
| Hinterlegungsdatum: | 16 Apr 2018 09:03 |
| Letzte Änderung: | 04 Feb 2022 12:41 |
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