An Adaptive Boosting Algorithm for Image Denoising

Table 3

Comparison of average improvement between SOS and Algorithm 2 on SIPTD dataset.

BM3D					BM3D-SAPCA
	PSNR				PSNR
	10	20	25	50	10	20	25	50
SOS	0.01	0.01	0.01	0.05	0.01	0.02	0.02	0.07
Ours	0.01	0.03	0.06	0.30	0.27	0.22	0.01	0.04
	SSIM				SSIM
SOS	0.0005	0.0002	0.0009	0.0051	0.0001	0.0003	0.0006	0.0031
Ours	0.0007	0.0003	0.0018	0.0165	0.0202	0.0193	0.0001	0.0008
	DSI				DSI
SOS	0.1390	0.3705	0.5502	0.3759	0.1747	0.4710	0.5819	1.1667
Ours	-0.4513	-0.1379	0.3543	-0.3234	0.2031	0.5058	1.0797	5.6146