Empirische Inferenz
Conference Paper
2010
Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution
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. |
| Book Title: | Proceedings of the 23rd IEEE Conference on Computer Vision and Pattern Recognition |
| Pages: | 607-614 |
| Year: | 2010 |
| Month: | June |
| Day: | 0 |
| Publisher: | IEEE |
| Bibtex Type: | Conference Paper (inproceedings) |
| Address: | Piscataway, NJ, USA |
| DOI: | 10.1109/CVPR.2010.5540158 |
| Event Name: | CVPR 2010 |
| Event Place: | San Francisco, CA, USA |
| Electronic Archiving: | grant_archive |
| ISBN: | 978-1-424-47029-7 |
| Language: | en |
| Organization: | Max-Planck-Gesellschaft |
| School: | Biologische Kybernetik |
| Links: | |
BibTex
@inproceedings{6335,
title = {Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution},
booktitle = {Proceedings of the 23rd IEEE Conference on Computer Vision and Pattern Recognition},
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.},
pages = {607-614},
publisher = {IEEE},
organization = {Max-Planck-Gesellschaft},
school = {Biologische Kybernetik},
address = {Piscataway, NJ, USA},
month = jun,
year = {2010},
slug = {6335},
author = {Hirsch, M. and Sra, S. and Sch{\"o}lkopf, B. and Harmeling, S.},
month_numeric = {6}
}