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» Progressive Blind Deconvolution
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ICIP
2010
IEEE
13 years 6 months ago
Multiframe blind deconvolution, super-resolution, and saturation correction via incremental EM
We formulate the multiframe blind deconvolution problem in an incremental expectation maximization (EM) framework. Beyond deconvolution, we show how to use the same framework to a...
Stefan Harmeling, Suvrit Sra, Michael Hirsch, Bern...
ISBI
2004
IEEE
14 years 9 months ago
Quasi-Maximum Likelihood Blind Deconvolution of Images Acquired Through Scattering Media
We address the problem of restoration of images obtained through a scattering medium. We present an efficient quasimaximum likelihood blind deconvolution approach based on the fas...
Michael M. Bronstein, Alexander M. Bronstein, Yeho...
CVPR
2010
IEEE
14 years 4 months ago
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, ...
Michael Hirsch, Suvrit Sra, Bernhard Schöpf, Stef...
ACIVS
2008
Springer
13 years 10 months ago
Atmospheric Turbulence Restoration by Diffeomorphic Image Registration and Blind Deconvolution
Abstract. A novel approach is presented in this paper to improve images which are altered by atmospheric turbulence. Two new algorithms are presented based on two combinations of a...
Jérôme Gilles, Tristan Dagobert, Carl...
ICONIP
2007
13 years 10 months ago
Blind Deconvolution of MIMO-IIR Systems: A Two-Stage EVA
This paper deals with a blind deconvolution (DB) problem for multiple-input multiple-output infinite impulse response (MIMO-IIR) systems. To solve this problem, we propose an eige...
Mitsuru Kawamoto, Yujiro Inouye, Kiyotaka Kohno