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Table 3 The objective evaluation scores about group 3 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

0.7433 (7.04%)

0.8220 (4.28%)

0.6955 (28.68%)

0.5658 (10.32%)

0.6304 (12.67%)

0.8057 (1.79%)

0.1205 (− 15.93%)

0.0290 (− 30.34%)

0.4928 (5th)

GFF

0.7402 (7.48%)

0.8363 (2.50%)

0.7037 (24.21%)

0.5240 (19.12%)

0.7010 (1.33%)

0.8094 (1.32%)

0.1146 (− 11.61%)

0.0283 (− 28.62%)

0.0548

(2nd)

IGM

0.7484 (6.31%)

0.8026 (6.80%)

0.7032 (24.30%)

0.5891 (5.96%)

0.6508 (9.14%)

0.8068 (1.65%)

0.1380 (− 26.59%)

0.0255 (− 20.78%)

2.1848 (7th)

LPSR

0.7867 (1.13%)

0.8454 (1.40%)

0.7645 (14.33%)

0.6133 (1.78%)

0.6863 (3.50%)

0.8046 (1.70%)

0.1118 (− 9.39%)

0.0299 (− 32.44%)

0.0245 (1st)

WLS

0.7675 (3.66%)

0.8297 (3.31%)

0.7092 (23.25%)

0.5568 (12.10%)

0.6854 (3.63%)

0.8064 (1.70%)

0.1113 (− 8.98%)

0.0315 (− 35.87%)

0.1407 (3rd)

CSR

0.7514 (5.88%)

0.8389 (2.18%)

0.7202 (21.36%)

0.5168 (20.78%)

0.7026 (1.10%)

0.8101 (1.23%)

0.1078 (− 6.03%)

0.0370

(− 45.41%)

15.2815 (10th)

LRD

0.7729 (2.94%)

0.8186 (4.72%)

0.7245 (20.65%)

0.5981 (4.36%)

0.6682 (6.30%)

0.8073 (1.59%)

0.1290 (− 21.47%)

0.0232 (− 12.93%)

33.4755 (11th)

TLayers

0.6445 (23.44%)

0.6710 (27.75%)

0.5779 (51.25%)

0.5068 (23.16%)

0.5816 (22.13%)

0.8069 (1.64%)

0.1766 (− 42.63%)

0.0376 (− 46.28%)

0.5856 (6th)

CSMCA

0.7644 (4.08%)

0.8357 (2.57%)

0.8616 (1.45%)

0.5616 (11.15%)

0.6757 (5.12%)

0.8062 (1.72%)

0.1290 (− 21.47%)

0.0206 (− 1.94%)

36.0302 (12th)

LATLRR

0.6702 (18.71%)

0.6808 (25.91%)

0.7026 (24.41%)

0.6243 (− 0.02%)

0.5949 (19.40%)

0.8062 (1.72%)

0.1789 (− 43.38%)

0.0217 (− 6.91%)

8.1392 (8th)

DTNP

0.7813 (1.83%)

0.8443 (1.53%)

0.7690 (13.67%)

0.6112 (2.13%)

0.6627 (7.18%)

0.8068 (1.65%)

0.1017 (− 0.39%)

0.0317 (− 36.27%)

13.9342

(9th)

VANet

0.7956 (1st)

0.8572 (1st)

0.8741 (1st)

0.6242 (2nd)

0.7103 (1st)

0.8201 (1st)

0.1013 (1st)

0.0202 (1st)

0.1573 (4th)