Please use this identifier to cite or link to this item:
https://olympias.lib.uoi.gr/jspui/handle/123456789/11084Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Gerogiannis, Demetrios | en |
| dc.contributor.author | Nikou, Christophoros | en |
| dc.contributor.author | Likas, Aristidis | en |
| dc.date.accessioned | 2015-11-24T17:02:41Z | - |
| dc.date.available | 2015-11-24T17:02:41Z | - |
| dc.identifier.issn | 0925-2312 | - |
| dc.identifier.uri | https://olympias.lib.uoi.gr/jspui/handle/123456789/11084 | - |
| dc.rights | Default Licence | - |
| dc.subject | Registration of sets of points | en |
| dc.subject | Relevance vector machine (RVM) | en |
| dc.subject | Hungarian algorithm | en |
| dc.title | Registering sets of points using Bayesian regression | en |
| heal.type | journalArticle | - |
| heal.type.en | Journal article | en |
| heal.type.el | Άρθρο Περιοδικού | el |
| heal.identifier.primary | 10.1016/j.neucom.2012.02.018 | - |
| heal.language | en | - |
| heal.access | campus | - |
| heal.recordProvider | Πανεπιστήμιο Ιωαννίνων. Σχολή Θετικών Επιστημών. Τμήμα Μηχανικών Ηλεκτρονικών Υπολογιστών και Πληροφορικής | el |
| heal.publicationDate | 2012 | - |
| heal.abstract | This work addresses the problem of non-rigid registration between two 2D or 3D points sets as a novel application of Relevance Vector Machines (RVM). An iterative framework is proposed which consists of two steps: at first, correspondences between distinct points are estimated by the Hungarian algorithm and then a regression procedure based on a Bayesian linear model (RVM) maps the two sets of points. By these means, a large variety of transformation is captured without imposing any prior knowledge on the form of the point sets. The proposed algorithm provides a smooth transformation even if the correspondence between the points in the two sets contains erroneous matches. The algorithm was successfully evaluated on sets of points with varying difficulty and favorably compared with state-of-the-art methods in cases of noise. | en |
| heal.journalName | Neurocomputing | en |
| heal.journalType | peer reviewed | - |
| heal.fullTextAvailability | TRUE | - |
| Appears in Collections: | Άρθρα σε επιστημονικά περιοδικά ( Ανοικτά) | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| nikou-2012-Registeringsets of points using Bayesianregression.pdf | 1.83 MB | Adobe PDF | View/Open Request a copy |
This item is licensed under a Creative Commons License
