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Table 6 The objective evaluation scores about group 6 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

0.7484 (16.02%)

0.8219 (9.32%)

0.6544 (22.65%)

0.6402 (27.87%)

0.5931 (23.22%)

0.8042 (1.80%)

0.0823 (− 39.00%)

0.0125 (− 58.40%)

0.4863 (5th)

GFF

0.8299 (4.63%)

0.8976 (0.10%)

0.7024 (14.27%)

0.7604 (7.65%)

0.7281 (0.37%)

0.8156 (0.38%)

0.0610 (− 17.70%)

0.0106 (− 50.94%)

0.0581 (2nd)

IGM

0.8450 (2.76%)

0.8872 (1.27%)

0.7128 (12.60%)

0.8046 (1.74%)

0.6976 (4.76%)

0.8107 (0.99%)

0.0639 (− 21.44%)

0.0111 (− 53.15%)

1.9547 (7th)

LPSR

0.8537 (1.71%)

0.8762 (2.55%)

0.7949 (0.97%)

0.7977 (2.62%)

0.6733 (8.54%)

0.8049 (1.71%)

0.0554 (− 9.39%)

0.0123 (− 57.72%)

0.0265 (1st)

WLS

0.7715 (12.55%)

0.8268 (8.67%)

0.7131 (12.55%)

0.7568 (8.17%)

0.6401 (14.17%)

0.8049 (1.71%)

0.0707 (− 29.00%)

0.0108 (− 51.85%)

0.1880 (4th)

CSR

0.8479 (2.41%)

0.8976 (0.10%)

0.7185 (11.70%)

0.7564 (8.22%)

0.6674 (9.50%)

0.8083 (1.29%)

0.0636 (− 21.07%)

0.0134 (− 61.19%)

16.7486 (10th)

LRD

0.8175 (6.21%)

0.8342 (7.71%)

0.6873 (16.78%)

0.7523 (8.81%)

0.6032 (21.15%)

0.8058 (1.60%)

0.0851 (− 40.41%)

0.0055 (− 5.45%)

33.5259 (11th)

TLayers

0.6448 (34.66%)

0.6804 (32.05%)

0.5475 (46.59%)

0.7318 (11.86%)

0.5420 (34.83%)

0.8053 (1.66%)

0.1068 (− 53.00%)

0.0101 (− 48.51%)

0.5913 (6th)

CSMCA

0.7560 (14.85%)

0.8245 (8.98%)

0.6417 (25.07%)

0.6641 (23.26%)

0.6468 (12.99%)

0.8044 (1.78%)

0.0826 (− 39.23%)

0.0088 (− 40.90%)

52.2731 (12th)

LATLRR

0.7278 (19.30%)

0.7980 (12.59%)

0.6670 (20.33%)

0.6053 (35.24%)

0.6416 (13.90%)

0.8048 (1.73%)

0.0952 (− 47.27%)

0.0095 (− 45.26%)

8.0273 (8th)

DTNP

0.8610 (0.85%)

0.8989 (− 0.04%)

0.7486 (7.21%)

0.7926 (3.28%)

0.6768 (7.98%)

0.8077 (1.36%)

0.0506 (− 0.79%)

0.0133 (− 60.90%)

14.3408 (9th)

VANet

0.8683 (1st)

0.8985 (2nd)

0.8026 (1st)

0.8186 (1st)

0.7308 (1st)

0.8187 (1st)

0.0502 (1st)

0.0052 (1st)

0.1653 (3rd)