Institute Homepage DE Sign In

Back

Empirical Inference Technical Report 2009

Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution

Thumb ticker sm stefan harmeling
Empirical Inference
Stefan Harmeling
Thumb ticker sm me
Empirical Inference
Michael Hirsch
Affiliated Researcher
Thumb ticker sm l1170153
Empirical Inference
Bernhard Schölkopf
  • Director
Thumb ticker sm thumb suvrit sra
Empirical Inference
Suvrit Sra

Ultimately being motivated by facilitating space-variant blind deconvolution, we present a class of linear transformations, that are expressive enough for space-variant filters, but at the same time especially designed for efficient matrix-vector-multiplications. Successful results on astronomical imaging through atmospheric turbulences and on noisy magnetic resonance images of constantly moving objects demonstrate the practical significance of our approach.

Author(s): Hirsch, M. and Sra, S. and Schölkopf, B. and Harmeling, S.
Number (issue): 188
Year: 2009
Month: November
Day: 0
Bibtex Type: Technical Report (techreport)
Digital: 0
Electronic Archiving: grant_archive
Institution: Max Planck Institute for Biological Cybernetics, Tübingen, Germany
Organization: Max-Planck-Gesellschaft
School: Biologische Kybernetik
Links:

BibTex 

@techreport{6328,
  title = {Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution},
  abstract = {Ultimately being motivated by facilitating space-variant blind deconvolution, we present a class of linear transformations, that are expressive enough for space-variant filters, but at the same time especially designed for efficient matrix-vector-multiplications.  Successful results on astronomical imaging through atmospheric turbulences and on noisy magnetic resonance images of constantly moving objects demonstrate the practical significance of our approach.},
  number = {188},
  organization = {Max-Planck-Gesellschaft},
  institution = {Max Planck Institute for Biological Cybernetics, Tübingen, Germany},
  school = {Biologische Kybernetik},
  month = nov,
  year = {2009},
  slug = {6328},
  author = {Hirsch, M. and Sra, S. and Sch{\"o}lkopf, B. and Harmeling, S.},
  month_numeric = {11}
}