log_normal_wiener_filter_curvature.py 1.13 KB
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# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program.  If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2013-2018 Max-Planck-Society
#
# NIFTy is being developed at the Max-Planck-Institut fuer Astrophysik
# and financially supported by the Studienstiftung des deutschen Volkes.

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from ..operators import InversionEnabler

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def LogNormalWienerFilterCurvature(R, N, S, fft, expp_sspace, inverter):
    part1 = S.inverse
    part3 = (fft.adjoint * expp_sspace * fft *
             R. adjoint * N.inverse * R *
             fft.adjoint * expp_sspace * fft)
    return InversionEnabler(part1 + part3, inverter)