Two-Stage CNN Model for Joint Demosaicing and Denoising of Burst Bayer Images

Table 2

Ablation study (PSNR/SSIM, ).

Dataset		Interpolation + MF-SE-DRDD	DRDD	TwoStage
Kodak	5	36.10/0.9472	36.15/0.9464	36.33/0.9487
	15	31.13/0.8656	31.61/0.8712	31.88/0.8774
	25	28.72/0.7975	29.48/0.8101	29.77/0.8198
McM	5	34.67/0.9276	35.17/0.9312	34.92/0.9284
	15	30.85/0.8544	31.54/0.8708	31.53/0.8732
	25	28.35/0.7896	29.47/0.8199	29.67/0.8297
BSD 500	5	35.51/0.9551	35.43/0.9533	35.41/0.9544
	15	30.41/0.8710	30.70/0.8751	30.92/0.8805
	25	27.80/0.7947	28.44/0.8084	28.75/0.8183