Bayesian Image Restoration Using a Large-Scale Total Patch Variation Prior

Table 5

SNR and CPU time cost (seconds) for the simulation restorations using the proposed method.

𝑁 and 𝑛	SNR	CPU times	𝑁 and 𝑛	SNR	CPU times	𝑁 and 𝑛	SNR	CPU times
(a) 𝑁3×3𝑛1×1	15.48	17.98 sec	(b) 𝑁3×3𝑛3×3	15.65	28.59 sec	(c) 𝑁3×3𝑛7×7	15.79	53.69 sec
(d) 𝑁7×7𝑛1×1	15.54	21.16 sec	(e) 𝑁7×7𝑛3×3	15.70	31.37 sec	(f) 𝑁7×7𝑛7×7	15.88	50.91 sec
(g) 𝑁11×11𝑛1×1	15.55	24.59 sec	(h) 𝑁11×11𝑛3×3	15.72	38.42 sec	(i) 𝑁11×11𝑛7×7	16.02	58.61 sec
(j) 𝑁13×13𝑛1×1	15.55	29.54 sec	(k) 𝑁13×13𝑛3×3	15.75	77.67 sec	(l) 𝑁13×13𝑛7×7	16.07	95.31 sec