DocumentCode
3421965
Title
On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing
Author
El, Abdallah ; Elmoataz, A. ; Sadi, Ahcene
Author_Institution
GREYC, UCBN, Caen, France
fYear
2013
fDate
1-8 Dec. 2013
Firstpage
697
Lastpage
704
Abstract
In this paper, we propose an adaptation and transcription of the mean curvature level set equation on a general discrete domain (weighted graphs with arbitrary topology). We introduce the perimeters on graph using difference operators and define the curvature as the first variation of these perimeters. Our proposed approach of mean curvature unifies both local and non local notions of mean curvature on Euclidean domains. Furthermore, it allows the extension to the processing of manifolds and data which can be represented by graphs.
Keywords
graph theory; image processing; Euclidean domains; arbitrary topology; general discrete domain; graph representation; image processing; manifold processing; mean curvature flow; mean curvature level set equation; weighted graphs; Difference equations; Heuristic algorithms; Image processing; Level set; Manifolds; Mathematical model; Mean curvature; PdE on graphs; data restoration;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision (ICCV), 2013 IEEE International Conference on
Conference_Location
Sydney, NSW
ISSN
1550-5499
Type
conf
DOI
10.1109/ICCV.2013.92
Filename
6751196
Link To Document