Abstract
In this paper we consider the initial boundary value problem of a hyperbolic-parabolic type system for image inpainting in a 2-D bounded domain, and establish the existence of weak solutions to the system by employing the method of vanishing viscosity.
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Chemetov, N., Antontsev, S.: Euler equations with non-homogeneous Navier slip boundary conditions. Physica D, 237, 92–105 (2008)
Schätzle, R., Styles, V.: Analysis of a mean field model of superconducting vortices. European J. Appl. Math., 10, 319–352 (1999)
Bertalmio, M., Bertozzi, A., Sapiro, G.: Navier-Stokes fluid-dynamics and image and video inpainting. In: Proc. Conf. Comp. Vision Pattern Rec., 2001, 355–362
Tai, X. C., Osher, S., Holm, R.: Image inpainting using a TV-Stokes equation, 2007, pp. 3–22; In: Image Processing Based on Partial Differential Equations (Tai, Lie, Chan and Osher eds.), Springer, Heidelberg, 2006
Bertalmio, M., Sapiro, G., Caselles, V., et al.: Image Inpainting. Computer Graphics, SIGGRAPH, 2000, 417–424
Ballester, C., Bertalmio, M., Caselles, V., et al.: Filling-in by joint interpolation of vector fields and gray levels. IEEE Trans. Image Processing, 10(8), 1200–1211 (2001)
Bertozzi, A., Esedoglu, S., Gillette, A.: Analysis of a two-scale Cahn-Hilliard model for image inpainting. Multiscale Modeling and Simulation, 6(3), 913–936 (2007)
Masnou, S.: Disocclusion: a variational approach using level lines. IEEE Trans. Image Process., 11(2), 68–76 (2002)
Chan, T., Shen, J.: Variational restoration of nonflat image feature: Models and algorithms. SIAM J. Appl. Math., 61(4), 1338–1361 (2000)
Chan, T., Shen, J.: Mathematical models for local nontexture inpaintings. SIAM J. Appl. Math., 62(3), 1019–1043 (2002)
Chan, T., Kang, S., Shen, J.: Euler’s elastica and curvature based inpaintings. SIAM J. Appl. Math., 63(2), 564–592 (2002)
Chan, T., Shen, J., Vese, L.: Variational PDE models in image processing. Notices Am. Math. Soc., 50(1), 14–26 (2003)
Esedoglu, S., Shen, J.: Digital inpainting based on the Mumford-Shan-Euler image model. European J. Appl. Math., 13, 353–370 (2002)
Gilbarg, D., Trudinger, N. S.: Elliptic Partial Differential Equations of Second Order, Springer-Verlag, New York, 1977
Ladyzhenskaya, O. A., Ural’tseva, N. N.: Linear and Quasilinear Equations of Parabolic Type, AMS, Providence, RI, 1968
Galdi, G.: An Introduction to the Mathematical Theory of the Navier-Stokes Equations, Vol. 1, In: Springer Tracts in Natural Philosophy, Vol. 38, Springer-Verlag, 1994
Kichenassamy, S.: The Perona-Malik paradox. SIAM J. Num. Anal., 57(5), 1328–1342 (1997)
Lions, J. L.: Oéthodes de résolution des problèmes aux limites non linńearies. Dunod, 1969
Perona, P., Malik, J.: Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern Anal. Machine Intell., 12, 629–639 (1990)
Rudin, L., Osher, S., Fatemi, E.: Nonlinear total variation based noise removal algorithms. Physica D, 60, 259–268 (1992)
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Supported by National Natural Science Foundation of China (Grant Nos. 11101218, 11071119) and Natural Science Foundation for Colleges and Universities in Jiangsu Province of China (Grant No. 11KJB110009)
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Jin, Z.M., Yang, X.P. Analysis of a hyperbolic-parabolic type system for image inpainting. Acta. Math. Sin.-English Ser. 28, 1663–1676 (2012). https://doi.org/10.1007/s10114-012-9766-2
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DOI: https://doi.org/10.1007/s10114-012-9766-2