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Merge pull request UCL#1291 from markus-jehl/issue/1290-speeding-up-s…
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…catter-simulation-for-blocks-geometry

Added downsampling of BlocksOnCylindrical scanners in scatter
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KrisThielemans authored Aug 30, 2024
2 parents c51067d + f3e697d commit 33a0106
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66 changes: 66 additions & 0 deletions documentation/release_6.3.htm
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@@ -0,0 +1,66 @@
<!DOCTYPE HTML>
<html lang="en">
<head>
<title>Summary of changes in STIR release 6.3</title>
</head>

<body>
<h1>Summary of changes in STIR release 6.3</h1>


<h2>Overall summary</h2>


<h2>Patch release info</h2>


<h2> Summary for end users (also to be read by developers)</h2>


<h3>New functionality</h3>
<ul>
<li>
<code>ScatterSimulation</code> can now downsample the scanner transaxially (crystals per ring) for <code>BlocksOnCylindrical</code>,
scanners, which speeds up <code>ScatterEstimation</code> considerably. By default, downsampling the detectors per reading
is disabled for backwards compatibility.<br>
<a href=https://github.com/UCL/STIR/pull/1291>PR #1291</a>
</li>
</ul>


<h3>Changed functionality</h3>


<h3>Bug fixes</h3>


<h3>Build system</h3>


<h3>Known problems</h3>
<p>See <a href=https://github.com/UCL/STIR/labels/bug>our issue tracker</a>.</p>


<H2>What is new for developers (aside from what should be obvious from the above):</H2>


<h3>Changed functionality</h3>


<h3>Bug fixes</h3>


<h3>Other code changes</h3>


<h3>Test changes</h3>


<h4>C++ tests</h4>


<h4>recon_test_pack</h4>

</body>

</html>
2 changes: 1 addition & 1 deletion src/buildblock/extend_projdata.cxx
Original file line number Diff line number Diff line change
Expand Up @@ -93,7 +93,7 @@ extend_segment(const SegmentBySinogram<float>& segment,
if (extend_without_wrapping)
{
out[axial_pos][min_dim[2] + view_edge] = out[axial_pos][min_dim[2] + view_extension];
out[axial_pos][max_dim[2] - view_extension] = out[axial_pos][max_dim[2] - view_extension];
out[axial_pos][max_dim[2] - view_edge] = out[axial_pos][max_dim[2] - view_extension];
}
else if (flip_views)
{
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386 changes: 307 additions & 79 deletions src/buildblock/interpolate_projdata.cxx

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2 changes: 2 additions & 0 deletions src/include/stir/interpolate_projdata.h
Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,8 @@ Succeeded interpolate_projdata(ProjData& proj_data_out,
const ProjData& proj_data_in,
const BasicCoordinate<3, BSpline::BSplineType>& these_types,
const bool remove_interleaving);
Succeeded
interpolate_blocks_on_cylindrical_projdata(ProjData& proj_data_out, const ProjData& proj_data_in, bool remove_interleaving);
//@}

END_NAMESPACE_STIR
Original file line number Diff line number Diff line change
Expand Up @@ -216,6 +216,7 @@ DataSymmetriesForBins_PET_CartesianGrid::find_sym_op_bin0(int segment_num, int v
// No symmetry is implemented for generic scanner
return new TrivialSymmetryOperation();
}
return new TrivialSymmetryOperation();
}

// from symmetries
Expand Down Expand Up @@ -390,6 +391,8 @@ DataSymmetriesForBins_PET_CartesianGrid::find_sym_op_general_bin(int s, int segm
// No symmetry is implemented for generic scanner
return new TrivialSymmetryOperation();
}

return new TrivialSymmetryOperation();
}

bool
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9 changes: 9 additions & 0 deletions src/include/stir/scatter/ScatterEstimation.h
Original file line number Diff line number Diff line change
Expand Up @@ -174,6 +174,12 @@ class ScatterEstimation : public ParsingObject

inline void set_num_iterations(int);

inline unsigned int get_half_filter_width() const;
inline void set_half_filter_width(unsigned int);

inline void
set_downsample_scanner(bool downsample_scanner, int downsampled_number_of_rings = -1, int downsampled_detectors_per_ring = -1);

void set_output_scatter_estimate_prefix(const std::string&);
void set_export_scatter_estimates_of_each_iteration(bool);

Expand Down Expand Up @@ -382,6 +388,9 @@ class ScatterEstimation : public ParsingObject
float min_scale_value;

bool downsample_scanner_bool;
int downsampled_number_of_rings;
int downsampled_detectors_per_ring;

//!
unsigned int half_filter_width;

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22 changes: 22 additions & 0 deletions src/include/stir/scatter/ScatterEstimation.inl
Original file line number Diff line number Diff line change
Expand Up @@ -66,4 +66,26 @@ ScatterEstimation::set_num_iterations(int arg)
this->num_scatter_iterations = arg;
}

unsigned int
ScatterEstimation::get_half_filter_width() const
{
return this->half_filter_width;
}

void
ScatterEstimation::set_half_filter_width(unsigned int arg)
{
this->half_filter_width = arg;
}

void
ScatterEstimation::set_downsample_scanner(bool downsample_scanner,
int downsampled_number_of_rings,
int downsampled_detectors_per_ring)
{
this->downsample_scanner_bool = downsample_scanner;
this->downsampled_number_of_rings = downsampled_number_of_rings;
this->downsampled_detectors_per_ring = downsampled_detectors_per_ring;
}

END_NAMESPACE_STIR
26 changes: 14 additions & 12 deletions src/scatter_buildblock/ScatterEstimation.cxx
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@
#include "stir/recon_buildblock/ChainedBinNormalisation.h"
#include "stir/ProjDataInterfile.h"
#include "stir/ProjDataInMemory.h"
#include "stir/inverse_SSRB.h"
#include "stir/ExamInfo.h"
#include "stir/ProjDataInfo.h"
#include "stir/ProjDataInfoCylindricalNoArcCorr.h"
Expand Down Expand Up @@ -77,6 +78,8 @@ ScatterEstimation::set_defaults()
this->override_scanner_template = true;
this->override_density_image = true;
this->downsample_scanner_bool = true;
this->downsampled_number_of_rings = -1;
this->downsampled_detectors_per_ring = -1;
this->remove_interleaving = true;
this->atten_image_filename = "";
this->atten_coeff_filename = "";
Expand Down Expand Up @@ -124,6 +127,8 @@ ScatterEstimation::initialise_keymap()
this->parser.add_parsing_key("Scatter Simulation type", &this->scatter_simulation_sptr);
this->parser.add_key("scatter simulation parameter filename", &this->scatter_sim_par_filename);
this->parser.add_key("use scanner downsampling in scatter simulation", &this->downsample_scanner_bool);
this->parser.add_key("override number of downsampled rings", &this->downsampled_number_of_rings);
this->parser.add_key("override number of downsampled detectors per ring", &this->downsampled_detectors_per_ring);

this->parser.add_key("override attenuation image", &this->override_density_image);
this->parser.add_key("override scanner template", &this->override_scanner_template);
Expand Down Expand Up @@ -597,7 +602,7 @@ ScatterEstimation::set_up()
}

if (this->downsample_scanner_bool)
this->scatter_simulation_sptr->downsample_scanner();
this->scatter_simulation_sptr->downsample_scanner(this->downsampled_number_of_rings, this->downsampled_detectors_per_ring);

// Check if Load a mask proj_data

Expand Down Expand Up @@ -834,7 +839,7 @@ ScatterEstimation::process_data()
float local_min_scale_value = 0.5f;
float local_max_scale_value = 0.5f;

stir::BSpline::BSplineType spline_type = stir::BSpline::quadratic;
stir::BSpline::BSplineType spline_type = stir::BSpline::linear;

// This has been set to 2D or 3D in the set_up()
shared_ptr<ProjData> unscaled_est_projdata_sptr(
Expand Down Expand Up @@ -1026,16 +1031,13 @@ ScatterEstimation::process_data()
shared_ptr<BinNormalisation> normalisation_factors_3d_sptr
= this->get_normalisation_object_sptr(this->multiplicative_binnorm_sptr);

upsample_and_fit_scatter_estimate(*scatter_estimate_sptr,
*this->input_projdata_sptr,
*temp_projdata,
*normalisation_factors_3d_sptr,
*this->input_projdata_sptr,
1.0f,
1.0f,
1,
spline_type,
false);
ProjDataInMemory interpolated_scatter(this->input_projdata_sptr->get_exam_info_sptr(),
this->input_projdata_sptr->get_proj_data_info_sptr()->create_shared_clone());
inverse_SSRB(interpolated_scatter, *temp_projdata);
normalisation_factors_3d_sptr->set_up(this->input_projdata_sptr->get_exam_info_sptr(),
this->input_projdata_sptr->get_proj_data_info_sptr()->create_shared_clone());
normalisation_factors_3d_sptr->undo(interpolated_scatter);
scatter_estimate_sptr->fill(interpolated_scatter);
}
else
{
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40 changes: 36 additions & 4 deletions src/scatter_buildblock/ScatterSimulation.cxx
Original file line number Diff line number Diff line change
Expand Up @@ -841,19 +841,51 @@ ScatterSimulation::downsample_scanner(int new_num_rings, int new_num_dets)
float approx_num_non_arccorrected_bins;
if (new_scanner_sptr->get_scanner_geometry() != "Cylindrical")
{
new_num_dets = this->proj_data_info_sptr->get_scanner_ptr()->get_num_detectors_per_ring();
approx_num_non_arccorrected_bins = this->proj_data_info_sptr->get_num_tangential_poss();
if (new_num_dets <= 0)
{ // by default, do not downsample the detectors per ring for BlocksOnCylindrical
new_num_dets = this->proj_data_info_sptr->get_scanner_ptr()->get_num_detectors_per_ring();
}

// STIR does not like block spacings that are smaller than number of crystals times crystal spacing,
// therefore add a 1% extension on top for the downsampled scanner, to avoid running into floating point issues
const float block_spacing_factor = 1.01;

// extend the bins by a small amount to avoid edge-effects, at the expense of longer computation time
approx_num_non_arccorrected_bins = ceil(this->proj_data_info_sptr->get_num_tangential_poss() * float(new_num_dets)
/ old_scanner_ptr->get_num_detectors_per_ring())
+ 1;
// preserve the length of the scanner, but place crystals equidistantly
float scanner_length = old_scanner_ptr->get_axial_length();
float new_ring_spacing = scanner_length / (new_num_rings - 1);

new_scanner_sptr->set_num_axial_blocks_per_bucket(1);
new_scanner_sptr->set_num_transaxial_blocks_per_bucket(1);

new_scanner_sptr->set_num_rings(new_num_rings);
new_scanner_sptr->set_num_detectors_per_ring(new_num_dets);

new_scanner_sptr->set_axial_crystal_spacing(new_ring_spacing);
new_scanner_sptr->set_ring_spacing(new_ring_spacing);
new_scanner_sptr->set_num_axial_crystals_per_block(new_num_rings);
new_scanner_sptr->set_axial_block_spacing(new_ring_spacing * new_scanner_sptr->get_num_axial_crystals_per_block());
new_scanner_sptr->set_axial_block_spacing(new_ring_spacing * new_num_rings * block_spacing_factor);

float transaxial_bucket_width
= old_scanner_ptr->get_transaxial_block_spacing() * (old_scanner_ptr->get_num_transaxial_blocks_per_bucket() - 1)
+ old_scanner_ptr->get_transaxial_crystal_spacing() * (old_scanner_ptr->get_num_transaxial_crystals_per_block() - 1);

int num_trans_buckets = old_scanner_ptr->get_num_transaxial_buckets();
// get a new number of detectors that is a multiple of the number of buckets to preserve scanner shape
new_scanner_sptr->set_num_detectors_per_ring(new_num_dets);
int new_transaxial_dets_per_bucket = new_num_dets / num_trans_buckets;
float new_det_spacing = transaxial_bucket_width / (new_transaxial_dets_per_bucket - 1);

new_scanner_sptr->set_num_transaxial_blocks_per_bucket(1);
new_scanner_sptr->set_num_transaxial_crystals_per_block(new_transaxial_dets_per_bucket);
new_scanner_sptr->set_transaxial_crystal_spacing(new_det_spacing);
new_scanner_sptr->set_transaxial_block_spacing(new_transaxial_dets_per_bucket * new_det_spacing * block_spacing_factor);
// avoid problems with Scanner checks by setting singles_units to 1 crystal
// (only used for dead-time processing in ECAY norm)
new_scanner_sptr->set_num_axial_crystals_per_singles_unit(1);
new_scanner_sptr->set_num_transaxial_crystals_per_singles_unit(1);
}
else
{
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2 changes: 1 addition & 1 deletion src/test/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -74,7 +74,7 @@ set(buildblock_simple_tests
include(stir_test_exe_targets)

foreach(source ${buildblock_simple_tests})
create_stir_test(${source} "buildblock;IO;buildblock;numerics_buildblock;display;IO;recon_buildblock;Shape_buildblock" "")
create_stir_test(${source} "buildblock;IO;buildblock;numerics_buildblock;display;IO;recon_buildblock;Shape_buildblock;scatter_buildblock" "")
endforeach()
#

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