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Benninghoff, Heike ; Garcke, Harald

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

DokumentenartMonographie (Working Paper)
Schriftenreihe der Universität Regensburg:Preprintreihe der Fakultät Mathematik
Band:15/2013
Datum2013
InstitutionenMathematik > Prof. Dr. Harald Garcke
Klassifikation
NotationArt
94A08MSC
68U10MSC
65K10MSC
35K55MSC
49Q10MSC
Stichwörter / KeywordsImage segmentation, restoration, active contours, region based, Mumford-Shah, Chan- Vese, parametric method, variational methods, topology changes, equidistribution, triple junctions
Dewey-Dezimal-Klassifikation500 Naturwissenschaften und Mathematik > 510 Mathematik
StatusUnbekannt / Keine Angabe
BegutachtetNein, diese Version wurde noch nicht begutachtet (bei preprints)
An der Universität Regensburg entstandenJa
URN der UB Regensburgurn:nbn:de:bvb:355-epub-289146
Dokumenten-ID28914

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