From 5e72985e2983e9be8117696fe0ec02388e7153f1 Mon Sep 17 00:00:00 2001 From: "Suren A. Chilingaryan" Date: Wed, 27 Jul 2022 00:28:05 +0200 Subject: Latest stuff I found from Harish --- src/operators/ProjectionOperator.py | 67 +++++++++++++++++++++++++++++++++++++ 1 file changed, 67 insertions(+) create mode 100644 src/operators/ProjectionOperator.py (limited to 'src/operators/ProjectionOperator.py') diff --git a/src/operators/ProjectionOperator.py b/src/operators/ProjectionOperator.py new file mode 100644 index 0000000..76d5c0c --- /dev/null +++ b/src/operators/ProjectionOperator.py @@ -0,0 +1,67 @@ +# ======================================================================== +# Copyright 2019 Science Technology Facilities Council +# Copyright 2019 University of Manchester +# +# This work is part of the Core Imaging Library developed by Science Technology +# Facilities Council and University of Manchester +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0.txt +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# ========================================================================= + +from cil.framework import DataOrder +from cil.optimisation.operators import LinearOperator, ChannelwiseOperator +from src.operators.UfoStandardProjector import UfoStandardProjector +from src.operators.UfoStackedProjector import UfoStackedProjector + +class ProjectionOperator(LinearOperator): + """Ufo projector modified to use DataSet and geometry.""" + + def __init__(self, geomv, geomp, stacked=True, precision_mode='single', stack_num=2): + + super(ProjectionOperator, self).__init__(domain_geometry=geomv, range_geometry=geomp) + + DataOrder.check_order_for_engine('astra', geomv) + DataOrder.check_order_for_engine('astra', geomp) + + self.volume_geometry = geomv + self.sinogram_geometry = geomp + + sinogram_geometry_sc = geomp.subset(channel=0) + volume_geometry_sc = geomv.subset(channel=0) + + if stacked==True: + operator = UfoStackedProjector(volume_geometry_sc, sinogram_geometry_sc, precision_mode, stack_num) + else: + operator = UfoStandardProjector(volume_geometry_sc, sinogram_geometry_sc) + + if geomp.channels > 1: + operator_full = ChannelwiseOperator(operator, self.sinogram_geometry.channels, dimension='prepend') + self.operator = operator_full + else: + self.operator = operator + + def direct(self, IM, out=None): + return self.operator.direct(IM, out=out) + + def adjoint(self, DATA, out=None): + return self.operator.adjoint(DATA, out=out) + + def calculate_norm(self): + return self.operator.norm() + + def domain_geometry(self): + return self.volume_geometry + + def range_geometry(self): + return self.sinogram_geometry -- cgit v1.2.3