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Table 10 The objective evaluation scores about group 9 fused images

From: VANet: a medical image fusion model based on attention mechanism to assist disease diagnosis

Methods

Metrics

Qw

Qe

SSIM

VIF

FMI

NCIE

LABF

NABF

Time

NSCT

0.6196 (6.71%)

0.6521 (8.28%)

0.4803 (17.34%)

0.3041 (25.35%)

0.6051 (24.03%)

0.8041 (1.26%)

0.1813 (− 4.69%)

0.0184 (− 33.70%)

0.5007 (5th)

GFF

0.5237 (26.26%)

0.5326 (32.57%)

0.5235 (7.66%)

0.2902 (31.36%)

0.7507 (− 0.03%)

0.8041 (1.26%)

0.2208 (− 21.74%)

0.0143 (− 14.69%)

0.0588 (2nd)

IGM

0.6499 (1.74%)

0.6212 (13.67%)

0.5451 (3.39%)

0.3047 (25.11%)

0.6594 (13.82%)

0.8056 (1.07%)

0.2274 (− 24.01%)

0.0136 (− 10.29%)

2.1402 (7th)

LPSR

0.6362 (3.93%)

0.6200 (13.89%)

0.4923 (14.48%)

0.2959 (28.83%)

0.6360 (18.00%)

0.8043 (1.23%)

0.2014 (− 14.20%)

0.0184 (− 33.70%)

0.0299 (1st)

WLS

0.6581 (0.47%)

0.6496 (8.70%)

0.5311 (6.12%)

0.2988 (27.58%)

0.6417 (16.95%)

0.8047 (1.18%)

0.1918 (− 9.91%)

0.0188 (− 35.11%)

0.3217 (4th)

CSR

0.4737 (39.58%)

0.6853 (3.04%)

0.5151 (9.42%)

0.2782 (37.02%)

0.6853 (9.51%)

0.8073 (0.85%)

0.1935 (− 10.70%)

0.0241 (− 49.38%)

15.9263 (10th)

LRD

0.6306 (4.85%)

0.5689 (24.12%)

0.4794 (17.56%)

0.2857 (33.43%)

0.5982 (25.46%)

0.8046 (1.19%)

0.2465 (− 29.90%)

0.0165 (− 26.06%)

34.3784 (11th)

TLayers

0.4955 (33.44%)

0.5391 (30.98%)

0.4427 (27.31%)

0.3121 (22.14%)

0.5526 (35.81%)

0.8047 (1.18%)

0.3045 (− 43.25%)

0.0128 (− 4.69%)

0.7025 (6th)

CSMCA

0.5997 (10.26%)

0.6884 (2.57%)

0.4814 (17.08%)

0.2915 (30.77%)

0.6579 (14.08%)

0.8046 (1.19%)

0.1726 (1.16%)

0.0141 (− 13.48%)

44.3954 (12th)

LATLRR

0.5703 (15.94%)

0.5673 (24.47%)

0.4253 (32.52%)

0.3641 (4.70%)

0.5921 (26.75%)

0.8048 (1.17%)

0.2246 (− 23.06%)

0.0169 (− 27.81%)

8.0570 (8th)

DTNP

0.6508 (1.60%)

0.6474 (9.07%)

0.5099 (10.53%)

0.3212 (18.68%)

0.5796 (29.49%)

0.8047 (1.18%)

0.1798 (− 3.89%)

0.0192 (− 36.46%)

15.0684 (9th)

VANet

0.6612 (1st)

0.7061 (1st)

0.5636 (1st)

0.3812 (1st)

0.7505 (2nd)

0.8142 (1st)

0.1728 (2nd)

0.0122 (1st)

0.1759 (3rd)