An Analysis Dictionary Learning Algorithm under a Noisy Data Model with Orthogonality Constraint

Figure 1

The convergence curves of the ADL algorithms for both the noise-free and noise case (where SNR = 25 dB).

(a) OHIT-ADL

(b) AK-SVD

(c) NAAOLA

(d) LOST