Multifocus Image Fusion Using Wavelet-Domain-Based Deep CNN

Table 4

Lytro dataset quality assessment. The evaluation average of the images in Figures 14 and 15 are presented.

	MI	AG	SSIM	CEIF
NSCT	7.1563	7.3856	0.6729	0.3128
SR	7.4729	7.4037	0.6605	0.3003
NSCT-SR	7.3894	7.4869	0.6772	0.3185
GF	7.8835	7.7255	0.7154	0.3251
MWG	8.3194	7.7438	0.7461	0.3937
DSIFT	8.6741	7.7258	0.7658	0.3987
DCNN	9.2638	7.1983	0.7877	0.4032
PCNN	9.2741	7.8473	0.7815	0.4047
JSL	9.8144	8.2385	0.8119	0.4006
OUR	10.2471	8.7502	0.8838	0.4473

The two best results are marked with italics and bold.