Pairs of Unmatched Projection Matrices
Pairs of unmatched projection matrices,
in MATLAB sparse matrix format.
Per Christian Hansen,
homepage
This repository contains mat-files with test matrices in MATLAB
sparse matris format. The matrices are generated by means of the
ASTRA Toolbox software
using GPU acceleration.
Each mat-file contains the following variables:
- A - a sparse matrix that represents the forward projector in X-ray CT
- B - a sparse matrix that represents the back projector; note that
B is not equal to the transpose of A
- GPU - a logical scalar that is true, indicating that A and B were
generated on a CUDA GPU
- m - the number of rows in A (and the number of columns in B)
- n - the number of columns in A (and the number of rows in B)
- num_angles - the number of projection angles in the X-ray measurement
setup
- num_detectors - the number of detectors in the X-ray measurement setup
- num_pixels - image size; the square image to be reconstructed ix
num_pixels x num_pixels
At this time we provide a small and a large test problem
| Variable | Small problem | Large problem
|
| m | 23 040 | 252 000
|
| n | 16 384 | 176 400
|
| num_angles | 180 | 600
|
| num_detectors | 128 | 420
|
| num_pixels | 128 | 420
|
| sparsity | 98.6 % | 99.5 %
|
| link
|
SmallMatrix.mat
|
LargeMatrix.mat
|
| file size | 40.4 MB | 1.48 GB
|