FBP_CUDA

This is a CPU implementation of the Filtered Backprojection (FBP) algorithm for 2D data sets. It takes projection data as input, and returns the reconstruction.

Supported geometries: parallel, fanflat

Configuration options

name

type

description

cfg.ProjectorId

required

The astra_mex_projector ID of the projector.

cfg.ProjectionDataId

required

The astra_mex_data2d ID of the projection data

cfg.ReconstructionDataId

required

The astra_mex_data2d ID of the reconstruction data. The content of this is overwritten.

cfg.FilterType

optional

Type of projection filter. Options: ‘ram-lak’ (default), ‘shepp-logan’, ‘cosine’, ‘hamming’, ‘hann’, ‘none’, ‘tukey’, ‘lanczos’, ‘triangular’, ‘gaussian’, ‘barlett-hann’, ‘blackman’, ‘nuttall’, ‘blackman-harris’, ‘blackman-nuttall’, ‘flat-top’, ‘kaiser’, ‘parzen’, ‘projection’, ‘sinogram’, ‘rprojection’, ‘rsinogram’.

cfg.FilterSinogramId

optional

Only for some FilterTypes.

cfg.FilterParameter

optional

Only for some FilterTypes.

cfg.FilterD

optional

Only for some FilterTypes.

cfg.option.GPUindex

optional

Specifies which GPU to use. Default = 0.

cfg.option.PixelSuperSampling

optional

Specifies the amount of pixel supersampling, i.e., how many (one dimension) subpixels are generated from a single parent pixel.

cfg.option.ShortScan

optional

Only for use with the fanflat geometry. If enabled, do Parker weighting to support non-360-degree data. This needs an angle range of at least 180 degrees plus twice the fan angle. Defaults to no.

Example

%% create phantom
V_exact = phantom(256);

%% create geometries
proj_geom = astra_create_proj_geom('parallel', 1.0, 256, linspace2(0,pi,180));
vol_geom = astra_create_vol_geom(256,256);

%% create forward projection
[sinogram_id, sinogram] = astra_create_sino_cuda(V_exact, proj_geom, vol_geom);

%% reconstruct
recon_id = astra_mex_data2d('create', '-vol', vol_geom, 0);
cfg = astra_struct('FBP_CUDA');
cfg.ProjectionDataId = sinogram_id;
cfg.ReconstructionDataId = recon_id;
fbp_id = astra_mex_algorithm('create', cfg);
astra_mex_algorithm('run', fbp_id);
V = astra_mex_data2d('get', recon_id);
imshow(V, []);

%% garbage disposal
astra_mex_data2d('delete', sinogram_id, recon_id);
astra_mex_algorithm('delete', fbp_id);