summaryrefslogtreecommitdiffstats
path: root/src/processors/UfoStackedForwardProjector.py
diff options
context:
space:
mode:
Diffstat (limited to 'src/processors/UfoStackedForwardProjector.py')
-rw-r--r--src/processors/UfoStackedForwardProjector.py100
1 files changed, 100 insertions, 0 deletions
diff --git a/src/processors/UfoStackedForwardProjector.py b/src/processors/UfoStackedForwardProjector.py
new file mode 100644
index 0000000..86513c6
--- /dev/null
+++ b/src/processors/UfoStackedForwardProjector.py
@@ -0,0 +1,100 @@
+from cil.framework import DataProcessor, AcquisitionData, DataOrder
+
+import gi
+
+gi.require_version('Ufo', '0.0')
+from gi.repository import Ufo
+
+import numpy as np
+
+
+class UfoStackedForwardProjector(DataProcessor):
+ def __init__(self,
+ volume_geometry=None,
+ sinogram_geometry=None,
+ precision_mode=None,
+ stack_num=None):
+
+ kwargs = {
+ 'volume_geometry': volume_geometry,
+ 'sinogram_geometry': sinogram_geometry,
+ 'precision_mode': precision_mode,
+ 'stack_num': stack_num
+ }
+
+ super(UfoStackedForwardProjector, self).__init__(**kwargs)
+
+ self.precision_mode = precision_mode
+ self.stack_num = stack_num
+ self.set_ImageGeometry(volume_geometry)
+ self.set_AcquisitionGeometry(sinogram_geometry)
+
+ def check_input(self, dataset):
+
+ if self.volume_geometry.shape != dataset.geometry.shape:
+ raise ValueError("Dataset not compatible with geometry used to create the projector")
+
+ return True
+
+ def set_ImageGeometry(self, volume_geometry):
+
+ DataOrder.check_order_for_engine('astra', volume_geometry)
+
+ if len(volume_geometry.dimension_labels) > 3:
+ raise ValueError("Supports 2D and 3D data only, got {0}".format(volume_geometry.number_of_dimensions))
+
+ self.volume_geometry = volume_geometry.copy()
+
+ def set_AcquisitionGeometry(self, sinogram_geometry):
+
+ DataOrder.check_order_for_engine('astra', sinogram_geometry)
+
+ if len(sinogram_geometry.dimension_labels) > 3:
+ raise ValueError("Supports 2D and 3D data only, got {0}".format(self.volume_geometry.number_of_dimensions))
+
+ self.sinogram_geometry = sinogram_geometry.copy()
+
+ def process(self, out=None):
+
+ IM = self.get_input()
+ data_temp = IM.as_array()
+
+ arr_out = self.create_sinogram(data_temp, out)
+
+ if out is None:
+ out = AcquisitionData(arr_out, deep_copy=False, geometry=self.sinogram_geometry.copy(),suppress_warning=True)
+ return out
+ else:
+ out.fill(arr_out)
+
+ def create_sinogram(self, vol, sino):
+ pm = Ufo.PluginManager()
+ graph = Ufo.TaskGraph()
+ scheduler = Ufo.Scheduler()
+
+ read = pm.get_task('memory-in')
+ read.props.pointer = vol.__array_interface__['data'][0]
+ read.props.width = vol.shape[0]
+ read.props.height = vol.shape[1]
+ read.props.number = vol.shape[2]
+ read.props.bitdepth = 32
+
+ stack = pm.get_task('stack')
+ stack.props.number = self.stack_num
+
+ stacked_fp = pm.get_task('stacked-forwardproject')
+ stacked_fp.props.number = vol.shape[0]
+ stacked_fp.props.precision_mode = self.precision_mode
+
+ sino_arr = np.zeros(self.sinogram_geometry.shape, dtype=np.float32)
+
+ write = pm.get_task('memory-out')
+ write.props.pointer = sino_arr.__array_interface__['data'][0]
+ write.props.max_size = sino_arr.nbytes
+
+ graph.connect_nodes(read, stack)
+ graph.connect_nodes(stack, stacked_fp)
+ graph.connect_nodes(stacked_fp, write)
+
+ scheduler.run(graph)
+ return sino_arr