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authorFolkert Bleichrodt <F.Bleichrodt@cwi.nl>2016-03-02 16:47:25 +0100
committerFolkert Bleichrodt <F.Bleichrodt@cwi.nl>2016-03-02 16:47:25 +0100
commit5a81584cb37fe578d5985b8e78b511076fa75b1c (patch)
tree4b15c737506d6a3725b4546288cac6df6f31b81b
parent14bef5ea534e4aa4e6d0819e728d0a8d2b0b7925 (diff)
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opTomo: output type matches input type
If opTomo is used to do a forward or backprojection, the precision of the output data now matches the precision of the input data. So the output will be single precision only if the input is stored in single precision.
-rw-r--r--matlab/tools/opTomo.m86
1 files changed, 29 insertions, 57 deletions
diff --git a/matlab/tools/opTomo.m b/matlab/tools/opTomo.m
index 71dfb1e..33c8565 100644
--- a/matlab/tools/opTomo.m
+++ b/matlab/tools/opTomo.m
@@ -44,11 +44,9 @@ classdef opTomo < opSpot
vol_id
fp_alg_id
bp_alg_id
+ proj_id
% ASTRA IDs handle
astra_handle
- % geometries
- proj_geom;
- vol_geom;
end % properties
properties ( SetAccess = private, GetAccess = public )
@@ -139,6 +137,17 @@ classdef opTomo < opSpot
error(['Only type ' 39 'cuda' 39 ' is supported ' ...
'for 3D geometries.'])
end
+
+ % setup projector
+ cfg = astra_struct('cuda3d');
+ cfg.ProjectionGeometry = proj_geom;
+ cfg.VolumeGeometry = vol_geom;
+ cfg.option.GPUindex = gpu_index;
+
+ % create projector
+ op.proj_id = astra_mex_projector3d('create', cfg);
+ % create handle to ASTRA object, for cleaning up
+ op.astra_handle = opTomo_helper_handle(op.proj_id);
% create a function handle
op.funHandle = @opTomo_intrnl3D;
@@ -148,8 +157,6 @@ classdef opTomo < opSpot
% pass object properties
op.proj_size = proj_size;
op.vol_size = vol_size;
- op.proj_geom = proj_geom;
- op.vol_geom = vol_geom;
op.cflag = false;
op.sweepflag = false;
@@ -170,11 +177,6 @@ classdef opTomo < opSpot
x = full(x);
end
- % convert input to single
- if isa(x, 'single') == false
- x = single(x);
- end
-
% the multiplication
y = op.funHandle(op, x, mode);
@@ -194,7 +196,7 @@ classdef opTomo < opSpot
function y = opTomo_intrnl2D(op,x,mode)
if mode == 1
- % X is passed as a vector, reshape it into an image.
+ % x is passed as a vector, reshape it into an image.
x = reshape(x, op.vol_size);
% Matlab data copied to ASTRA data
@@ -204,9 +206,13 @@ classdef opTomo < opSpot
astra_mex_algorithm('iterate', op.fp_alg_id);
% retrieve Matlab array
- y = astra_mex_data2d('get_single', op.sino_id);
+ if isa(x, 'single')
+ y = astra_mex_data2d('get_single', op.sino_id);
+ else
+ y = astra_mex_data2d('get', op.sino_id);
+ end
else
- % X is passed as a vector, reshape it into a sinogram.
+ % x is passed as a vector, reshape it into a sinogram.
x = reshape(x, op.proj_size);
% Matlab data copied to ASTRA data
@@ -216,8 +222,13 @@ classdef opTomo < opSpot
astra_mex_algorithm('iterate', op.bp_alg_id);
% retrieve Matlab array
- y = astra_mex_data2d('get_single', op.vol_id);
+ if isa(x, 'single')
+ y = astra_mex_data2d('get_single', op.vol_id);
+ else
+ y = astra_mex_data2d('get', op.vol_id);
+ end
end
+
end % opTomo_intrnl2D
@@ -225,55 +236,16 @@ classdef opTomo < opSpot
function y = opTomo_intrnl3D(op,x,mode)
if mode == 1
- % X is passed as a vector, reshape it into an image
+ % x is passed as a vector, reshape it into an image
x = reshape(x, op.vol_size);
- % initialize output
- y = zeros(op.proj_size, 'single');
-
- % link matlab array to ASTRA
- vol_id = astra_mex_data3d_c('link', '-vol', op.vol_geom, x, 0);
- sino_id = astra_mex_data3d_c('link', '-sino', op.proj_geom, y, 1);
-
- % initialize fp algorithm
- cfg = astra_struct('FP3D_CUDA');
- cfg.ProjectionDataId = sino_id;
- cfg.VolumeDataId = vol_id;
-
- alg_id = astra_mex_algorithm('create', cfg);
-
% forward projection
- astra_mex_algorithm('iterate', alg_id);
-
- % cleanup
- astra_mex_data3d('delete', vol_id);
- astra_mex_data3d('delete', sino_id);
- astra_mex_algorithm('delete', alg_id);
+ y = astra_mex_direct('FP3D', op.proj_id, x);
else
- % X is passed as a vector, reshape it into projection data
+ % x is passed as a vector, reshape it into projection data
x = reshape(x, op.proj_size);
-
- % initialize output
- y = zeros(op.vol_size,'single');
-
- % link matlab array to ASTRA
- vol_id = astra_mex_data3d_c('link', '-vol', op.vol_geom, y, 1);
- sino_id = astra_mex_data3d_c('link', '-sino', op.proj_geom, x, 0);
- % initialize bp algorithm
- cfg = astra_struct('BP3D_CUDA');
- cfg.ProjectionDataId = sino_id;
- cfg.ReconstructionDataId = vol_id;
-
- alg_id = astra_mex_algorithm('create', cfg);
-
- % backprojection
- astra_mex_algorithm('iterate', alg_id);
-
- % cleanup
- astra_mex_data3d('delete', vol_id);
- astra_mex_data3d('delete', sino_id);
- astra_mex_algorithm('delete', alg_id);
+ y = astra_mex_direct('BP3D', op.proj_id, x);
end
end % opTomo_intrnl3D