On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing

被引:0
|
作者
Abdallah, El Chakik [1 ]
Abderrahim, Elmoataz [1 ]
Ahcene, Sadi [1 ]
机构
[1] UCBN, GREYC UMR CNRS 6972, F-14050 Caen, France
关键词
D O I
10.1109/ICCV.2013.92
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:697 / 704
页数:8
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