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+# ========================================================================
+# 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