It is required to find the transformation matrix T of the following image A = (0 This transformation matrix will transfer the image into diagonal format. Therefore, you should first (1) calculate AA", then (2) calculate the eigen values of AA" and (3) the normalized eigen vectors of AA"T=[V1 V2]. Then, (4) calculate the matrix 2 = T" AT (it should be a diagonal matrix) (4 Verify that (5)A = 1, v,v," + 22vv T Is the image A can be approximated with either A1v1v;*or 22v2v2" and why?