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@INBOOK{Hoeltgen:830149,
author = {Hoeltgen, Laurent and Harris, Isaac and Breuß, Michael and
Kleefeld, Andreas},
title = {{A}nalytic {E}xistence and {U}niqueness {R}esults for
{PDE}-{B}ased {I}mage {R}econstruction with the {L}aplacian},
volume = {10302},
address = {Cham},
publisher = {Springer International Publishing},
reportid = {FZJ-2017-03726},
isbn = {978-3-319-58770-7 (print)},
series = {Lecture Notes in Computer Science},
pages = {66 - 79},
year = {2017},
comment = {Scale Space and Variational Methods in Computer Vision /
Lauze, François (Editor) ; Cham : Springer International
Publishing, 2017, Chapter 6 ; ISSN: 0302-9743=1611-3349 ;
ISBN: 978-3-319-58770-7=978-3-319-58771-4},
booktitle = {Scale Space and Variational Methods in
Computer Vision / Lauze, François
(Editor) ; Cham : Springer
International Publishing, 2017, Chapter
6 ; ISSN: 0302-9743=1611-3349 ; ISBN:
978-3-319-58770-7=978-3-319-58771-4},
abstract = {Partial differential equations are well suited for dealing
with image reconstruction tasks such as inpainting. One of
the most successful mathematical frameworks for image
reconstruction relies on variations of the Laplace equation
with different boundary conditions. In this work we analyse
these formulations and discuss the existence and uniqueness
of solutions of corresponding boundary value problems, as
well as their regularity from an analytic point of view. Our
work not only sheds light on useful aspects of the well
posedness of several standard problem formulations in image
reconstruction but also aggregates them in a common
framework. In addition, the performed analysis guides us to
specify two new formulations of the classic image
reconstruction problem that may give rise to new
developments in image reconstruction.},
month = {Jun},
date = {2017-06-04},
organization = {6th International Conference on Scale
Space and Variational Methods in
Computer Vision, Kolding (Dänemark), 4
Jun 2017 - 8 Jun 2017},
cin = {JSC},
ddc = {004},
cid = {I:(DE-Juel1)JSC-20090406},
pnm = {511 - Computational Science and Mathematical Methods
(POF3-511)},
pid = {G:(DE-HGF)POF3-511},
typ = {PUB:(DE-HGF)8 / PUB:(DE-HGF)7},
UT = {WOS:000432210900006},
doi = {10.1007/978-3-319-58771-4_6},
url = {https://juser.fz-juelich.de/record/830149},
}