An Example-Based Super-Resolution Algorithm for Selfie Images

Algorithm 1

Algorithm to learn MVR operator.

Input: Training image patch-pairs

Output: Optimal Matrix-value operator

Steps:

   () Calculate the auxiliary matrices and

   () Factorize the auxiliary matrix using SVD

   () Find the inverse of auxiliary matrix

   () Find the optimal Matrix-value operator

Output: Optimal Matrix value operator