| D | a M × N matrix in which each image Ii is a column vector that contains the m spatially-ordered voxel intensities in Ii. |
| L | a M × N matrix that contains the low-rank representations Li for each of the images in the collection D. |
| S | a M × N matrix that is the sparse component such that Si = Di − Li. |