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@ARTICLE{Scharr:33894,
author = {Scharr, H. and Spies, H.},
title = {{A}ccurate optical flow in noisy image sequences using flow
adapted anisotropic diffusion},
journal = {Signal processing: image communication},
volume = {20},
issn = {0923-5965},
address = {Amsterdam [u.a.]},
publisher = {Elsevier},
reportid = {PreJuSER-33894},
pages = {537 - 553},
year = {2005},
note = {Record converted from VDB: 12.11.2012},
abstract = {In this paper, we combine 3D anisotropic diffusion and
motion estimation for image denoising and improvement of
motion estimation. We compare different continuous isotropic
nonlinear and anisotropic diffusion processes, which can be
found in literature, with a process especially designed for
image sequence denoising for motion estimation. All of these
processes initially improve motion estimation due to
reduction of noise and high frequencies. But while all the
well known processes rapidly destroy or hallucinate motion
information, the process brought forward here shows
considerably less information loss or violation even at
motion boundaries. We show the superior behavior of this
process. Further we compare the performance of a standard
finite difference diffusion scheme with several schemes
using derivative filters optimized for rotation invariance.
Using the discrete scheme with least smoothing artifacts we
demonstrate the denoising capabilities of this approach. We
exploit the motion estimation to derive an automatic
stopping criterion. (c) 2005 Elsevier B.V. All rights
reserved.},
keywords = {J (WoSType)},
cin = {ICG-III},
ddc = {004},
cid = {I:(DE-Juel1)VDB49},
pnm = {Chemie und Dynamik der Geo-Biosphäre},
pid = {G:(DE-Juel1)FUEK257},
shelfmark = {Engineering, Electrical $\&$ Electronic},
typ = {PUB:(DE-HGF)16},
UT = {WOS:000230258500004},
doi = {10.1016/j.image.2005.03.005},
url = {https://juser.fz-juelich.de/record/33894},
}