期刊
JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS
卷 36, 期 1, 页码 261-286出版社
SPRINGER JAPAN KK
DOI: 10.1007/s13160-018-00340-4
关键词
Total variation; Rudin-Osher-Fatemi model; Fractional Sobolev spaces; Negative Sobolev spaces
资金
- EU IRSES program FLUX
- Polish Ministry of the Science and Higher Education [2853/7.PR/2013/2]
- Japan Society for the Promotion of Science [26220702, 16H03948]
We consider a gradient flow of the total variation in a negative Sobolev space under the periodic boundary condition. If , the flow is nothing but the classical total variation flow. If , this is the fourth order total variation flow. We consider a convex variational problem which gives an implicit-time discrete scheme for the flow. By a duality based method, we give a simple numerical scheme to solve this minimizing problem numerically and discuss convergence of a forward-backward splitting scheme. Results of several numerical experiments are given.
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