A Fast Iterative Pursuit Algorithm in Robust Face Recognition Based on Sparse Representation

Figure 3

Applying the occluded image (left top) directly to the algorithm, we get the wrong answer because part of the noise is too large for the system. By rejecting some pixels in the test image and shrinking the training matrix, respectively, the right person can be recognized.