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Fast image segmentation and restoration using parametric curve evolution with junctions and topology changes
Benninghoff, Heike und Garcke, Harald (2013) Fast image segmentation and restoration using parametric curve evolution with junctions and topology changes. Preprintreihe der Fakultät Mathematik 15/2013, Working Paper.Veröffentlichungsdatum dieses Volltextes: 14 Okt 2013 08:19
Monographie
DOI zum Zitieren dieses Dokuments: 10.5283/epub.28914
Zusammenfassung
Curve evolution schemes for image segmentation based on a region based contour model allowing for junctions, vector-valued images and topology changes are introduced. Together with an a posteriori denoising in the segmented homogeneous regions this leads to a fast and efficient method for image segmentation and restoration. An uneven spread of mesh points is avoided by using the tangential ...
Curve evolution schemes for image segmentation based on a region based contour model
allowing for junctions, vector-valued images and topology changes are introduced. Together
with an a posteriori denoising in the segmented homogeneous regions this leads to a fast and
efficient method for image segmentation and restoration. An uneven spread of mesh points is
avoided by using the tangential degrees of freedom. Several numerical simulations on artificial
test problems and on real images illustrate the performance of the method.
Beteiligte Einrichtungen
Details
| Dokumentenart | Monographie (Working Paper) | ||||||||||||
| Schriftenreihe der Universität Regensburg: | Preprintreihe der Fakultät Mathematik | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Band: | 15/2013 | ||||||||||||
| Datum | 2013 | ||||||||||||
| Institutionen | Mathematik > Prof. Dr. Harald Garcke | ||||||||||||
| Klassifikation |
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| Stichwörter / Keywords | Image segmentation, restoration, active contours, region based, Mumford-Shah, Chan- Vese, parametric method, variational methods, topology changes, equidistribution, triple junctions | ||||||||||||
| Dewey-Dezimal-Klassifikation | 500 Naturwissenschaften und Mathematik > 510 Mathematik | ||||||||||||
| Status | Unbekannt / Keine Angabe | ||||||||||||
| Begutachtet | Nein, diese Version wurde noch nicht begutachtet (bei preprints) | ||||||||||||
| An der Universität Regensburg entstanden | Ja | ||||||||||||
| URN der UB Regensburg | urn:nbn:de:bvb:355-epub-289146 | ||||||||||||
| Dokumenten-ID | 28914 |
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