TY - GEN
T1 - Quasi-maximum likelihood blind deconvolution of images acquired through scattering media
AU - Bronstein, Alexander M.
AU - Bronstein, Michael M.
AU - Zibulevsky, Michael
AU - Zeevi, Yehoshua Y.
PY - 2004
Y1 - 2004
N2 - We address the problem of restoration of images obtained through a scattering medium. We present an efficient quasi-maximum likelihood blind deconvolution approach based on the fast relative Newton algorithm and optimal distribution-shaping approach (sparsification), which allows to use simple and convenient sparsity prior for a wide class of images. Simulation results prove the efficiency of the proposed method.
AB - We address the problem of restoration of images obtained through a scattering medium. We present an efficient quasi-maximum likelihood blind deconvolution approach based on the fast relative Newton algorithm and optimal distribution-shaping approach (sparsification), which allows to use simple and convenient sparsity prior for a wide class of images. Simulation results prove the efficiency of the proposed method.
UR - http://www.scopus.com/inward/record.url?scp=17144384421&partnerID=8YFLogxK
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AN - SCOPUS:17144384421
SN - 0780383885
T3 - 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano
SP - 352
EP - 355
BT - 2004 2nd IEEE International Symposium on Biomedical Imaging
T2 - 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano
Y2 - 15 April 2004 through 18 April 2004
ER -