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
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;
Conference_Titel :
Computer Vision (ICCV), 2013 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICCV.2013.92