Chinese Journal of Liquid Crystals and Displays, Volume. 38, Issue 10, 1389(2023)
Infrared and visible image fusion algorithm based on structure-texture decomposition
Figures & Tables(8)
Fig. 3. Comparison experiment of brightness layer extraction algorithm
Table 1. Objective evaluating indicators of “Kaptein” image fusion under various algorithms
View tableView in ArticleTable 1. Objective evaluating indicators of “Kaptein” image fusion under various algorithms
Algorithm SF AG EI Variance VIF Qcv IE GFF 7.873 3.215 31.704 32.898 0.280 907.280 6.857 FPDE 6.828 3.048 29.390 31.691 0.261 788.382 6.604 GTF 6.473 2.291 22.247 38.173 0.184 1 962.099 6.958 TIF 8.731 3.423 34.286 36.609 0.411 370.586 6.842 MSID 8.807 3.528 35.383 53.738 0.459 200.436 7.083 MLGCF 9.575 3.701 34.762 49.756 0.349 220.693 6.971 BAYES 5.412 2.076 20.340 38.390 0.216 898.891 6.644 DIDF 6.461 2.522 24.994 39.249 0.322 339.790 6.697 MFEIF 6.220 2.578 25.877 43.588 0.337 297.857 6.920 Ours 10.896 4.102 40.257 59.585 0.421 127.907 7.007
Table 2. Objective evaluating indicators of “Camp” image fusion under various algorithm
View tableView in ArticleTable 2. Objective evaluating indicators of “Camp” image fusion under various algorithm
Algorithm SF AG EI Variance VIF Qcv IE GFF 10.667 3.998 38.734 26.894 0.158 463.321 6.637 FPDE 15.750 6.215 56.228 24.781 0.211 550.757 6.512 GTF 8.823 3.515 36.169 27.152 0.205 558.663 6.689 TIF 11.642 4.570 46.821 29.555 0.450 446.659 6.656 MSID 11.129 4.317 44.121 36.809 0.472 386.991 6.973 MLGCF 12.629 4.621 43.525 29.422 0.433 462.949 6.629 BAYES 7.790 3.120 32.113 26.811 0.259 438.778 6.434 DIDF 8.262 3.275 33.234 28.378 0.405 468.859 6.557 MFEIF 7.666 3.210 32.777 28.744 0.368 411.450 6.604 Ours 15.018 6.616 68.994 40.108 0.680 530.160 7.119
Table 3. Average indicators for twelve pairs of images
View tableView in ArticleTable 3. Average indicators for twelve pairs of images
Algorithm SF AG EI Variance VIF Qcv IE GFF 12.186 4.387 42.531 39.240 0.248 712.413 7.001 FPDE 10.423 4.147 39.340 26.140 0.272 623.707 6.473 GTF 10.842 3.857 37.112 37.621 0.244 1 304.117 6.871 TIF 11.850 4.342 43.843 31.468 0.442 457.589 6.682 MSID 12.524 4.575 45.600 45.312 0.502 353.352 7.093 MLGCF 13.301 4.740 45.086 37.800 0.434 467.923 6.885 BAYES 8.847 3.261 31.712 30.776 0.252 659.844 6.598 DIDF 8.467 3.217 31.841 30.778 0.321 453.511 6.582 MFEIF 8.402 3.269 33.120 34.348 0.359 354.982 6.678 Ours 16.945 6.471 63.010 49.162 0.620 351.310 6.877
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Qing-song LI, Shen YANG, Jin WU, Ze-feng HUANG. Infrared and visible image fusion algorithm based on structure-texture decomposition[J]. Chinese Journal of Liquid Crystals and Displays, 2023, 38(10): 1389
Paper Information
Category: Research Articles
Received: Dec. 1, 2022
Accepted: --
Published Online: Oct. 25, 2023
The Author Email: Shen YANG (yangshen@wust.edu.cn)
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