TY - JOUR
T1 - UNCONDITIONALLY STABLE SCHEMES FOR HIGHER ORDER INPAINTING
AU - Schoenlieb, Carola-Bibiane
AU - Bertozzi, Andrea
N1 - KAUST Repository Item: Exported on 2021-09-16
Acknowledgements: King Abdullah University of Science and Technology (KAUST).
This publication acknowledges KAUST support, but has no KAUST affiliated authors.
PY - 2011
Y1 - 2011
N2 - Higher order equations, when applied to image inpainting, have certain advantages over second order equations, such as continuation of both edge and intensity information over larger distances. Discretizing a fourth order evolution equation with a brute force method may restrict the time steps to a size up to order Δx4 where Δx denotes the step size of the spatial grid. In this work we present efficient semi-implicit schemes that are guaranteed to be unconditionally stable. We explain the main idea of these schemes and present applications in image processing for inpainting with the Cahn-Hilliard equation, TV-H-1 inpainting, and inpainting with LCIS (low curvature image simplifiers). © 2011 International Press.
AB - Higher order equations, when applied to image inpainting, have certain advantages over second order equations, such as continuation of both edge and intensity information over larger distances. Discretizing a fourth order evolution equation with a brute force method may restrict the time steps to a size up to order Δx4 where Δx denotes the step size of the spatial grid. In this work we present efficient semi-implicit schemes that are guaranteed to be unconditionally stable. We explain the main idea of these schemes and present applications in image processing for inpainting with the Cahn-Hilliard equation, TV-H-1 inpainting, and inpainting with LCIS (low curvature image simplifiers). © 2011 International Press.
UR - http://hdl.handle.net/10754/671239
UR - http://www.intlpress.com/site/pub/pages/journals/items/cms/content/vols/0009/0002/a004/
UR - http://www.scopus.com/inward/record.url?scp=78650491168&partnerID=8YFLogxK
U2 - 10.4310/cms.2011.v9.n2.a4
DO - 10.4310/cms.2011.v9.n2.a4
M3 - Article
SN - 1539-6746
VL - 9
SP - 413
EP - 457
JO - COMMUNICATIONS IN MATHEMATICAL SCIENCES
JF - COMMUNICATIONS IN MATHEMATICAL SCIENCES
IS - 2
ER -