Evolution of characteristic functions of convex sets in the plane by the minimizing total variation flow

In this paper we compute the explicit evolution of the Minimizing Total Variation flow when the initial condition is the characteristic function of a convex set in R2, or a finite number of them which are sufficiently separated. We shall also obtain some explicit solutions of the Total Variation formulation of the denoising problem in image processing. We illustrate these results with some experiments.

[1]  W. Rudin Real and complex analysis , 1968 .

[2]  H. Fédérer Geometric Measure Theory , 1969 .

[3]  H. Brezis Opérateurs maximaux monotones et semi-groupes de contractions dans les espaces de Hilbert , 1973 .

[4]  G. Matheron Random Sets and Integral Geometry , 1976 .

[5]  E. Giusti On the equation of surfaces of prescribed mean curvature , 1978 .

[6]  G. Anzellotti,et al.  Pairings between measures and bounded functions and compensated compactness , 1983 .

[7]  H. Groemer,et al.  On the Brunn-Minkowski theorem , 1988 .

[8]  L. Evans Measure theory and fine properties of functions , 1992 .

[9]  L. Rudin,et al.  Nonlinear total variation based noise removal algorithms , 1992 .

[10]  R. Schneider Convex Bodies: The Brunn–Minkowski Theory: Minkowski addition , 1993 .

[11]  P. Lions,et al.  Image recovery via total variation minimization and related problems , 1997 .

[12]  K. Kunisch,et al.  An active set strategy based on the augmented Lagrangian formulation for image restoration , 1999 .

[13]  Gene H. Golub,et al.  A Nonlinear Primal-Dual Method for Total Variation-Based Image Restoration , 1999, SIAM J. Sci. Comput..

[14]  L. Ambrosio,et al.  Functions of Bounded Variation and Free Discontinuity Problems , 2000 .

[15]  S. Durand,et al.  IMAGE DEBLURRING, SPECTRUM INTERPOLATION AND APPLICATION TO SATELLITE IMAGING , 2000 .

[16]  Maurizio Paolini,et al.  Characterization of facet-breaking for nonsmooth mean curvature flow in the convex case , 2001 .

[17]  M. Novaga,et al.  The Total Variation Flow in RN , 2002 .

[18]  V. Caselles,et al.  Parabolic Quasilinear Equations Min-imizing Linear Growth Functionals , 2004 .

[19]  M. Nikolova An Algorithm for Total Variation Minimization and Applications , 2004 .