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Christian Feddern

dblp:95/3855 · DBLP profile ↗
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5ranked-venue papers
1as first author
0since 2021 · last 2007
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Graphics, computer vision, multimedia, augmented reality and games · 4Artificial intelligence and machine learning · 2 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer graphics and multimedia
3 papers
Image and video processing · 100%
Theoretical computer science
1 paper
Mathematical optimization · 100%

Topics — the 6 heaviest of 7, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Image and video processing › mathematical imaging
partial differential equations for image processing
0.112006
Curvature-Driven PDE Methods for Matrix-Valued Images · Int. J. Comput. Vis. 2006
Image and video processing › motion estimation
optical flow
0.112005
Variational optical flow computation in real time · IEEE Trans. Image Process. 2005
Image and video processing › motion estimation › optical flow
variational optical flow
0.112005
Variational optical flow computation in real time · IEEE Trans. Image Process. 2005
Image and video processing
mathematical morphology
0.012004
Morphological Operations on Matrix-Valued Images · ECCV (4) 2004
Image and video processing
image filtering
0.012006
Curvature-Driven PDE Methods for Matrix-Valued Images · Int. J. Comput. Vis. 2006
Mathematical optimization › numerical analysis
multigrid methods
0.012005
Variational optical flow computation in real time · IEEE Trans. Image Process. 2005

Methods — techniques the papers use, named apart from their topics

gauss-seidel solver · 0.1coarse grid approximation · 0.1bidirectional multigrid · 0.1partial differential equations · 0.1curvature-driven diffusion · 0.1
YearPublicationVenuePosition
2007 Median and related local filters for tensor-valued images
Martin Welk, Joachim Weickert, Florian Becker, Christoph Schnörr, Christian Feddern, Bernhard Burgeth
Signal Process.5
2006 Curvature-Driven PDE Methods for Matrix-Valued Images
Christian Feddern, Joachim Weickert, Bernhard Burgeth, Martin Welk
Int. J. Comput. Vis.1
2005 Variational optical flow computation in real time
abstract
This paper investigates the usefulness of bidirectional multigrid methods for variational optical flow computations. Although these numerical schemes are among the fastest methods for solving equation systems, they are rarely applied in the field of computer vision. We demonstrate how to employ those numerical methods for the treatment of variational optical flow formulations and show that the efficiency of this approach even allows for real-time performance on standard PCs. As a representative for variational optic flow methods, we consider the recently introduced combined local-global method. It can be considered as a noise-robust generalization of the Horn and Schunck technique. We present a decoupled, as well as a coupled, version of the classical Gauss-Seidel solver, and we develop several multgrid implementations based on a discretization coarse grid approximation. In contrast, with standard bidirectional multigrid algorithms, we take advantage of intergrid transfer operators that allow for nondyadic grid hierarchies. As a consequence, no restrictions concerning the image size or the number of traversed levels have to be imposed. In the experimental section, we juxtapose the developed multigrid schemes and demonstrate their superior performance when compared to unidirectional multgrid methods and nonhierachical solvers. For the well-known 316 x 252 Yosemite sequence, we succeeded in computing the complete set of dense flow fields in three quarters of a second on a 3.06-GHz Pentium4 PC. This corresponds to a frame rate of 18 flow fields per second which outperforms the widely-used Gauss-Seidel method by almost three orders of magnitude.
Andrés Bruhn, Joachim Weickert, Christian Feddern, Timo Kohlberger, Christoph Schnörr
IEEE Trans. Image Process.3
2004 Morphological Operations on Matrix-Valued Images
Bernhard Burgeth, Martin Welk, Christian Feddern, Joachim Weickert
ECCV (4)3
2003 Real-Time Optic Flow Computation with Variational Methods
Andrés Bruhn, Joachim Weickert, Christian Feddern, Timo Kohlberger, Christoph Schnörr
CAIP3