Laser & Optoelectronics Progress, Volume. 61, Issue 24, 2437007(2024)
Infrared and Visible Image Fusion Using Anisotropic Guided Filtering
Figures & Tables(8)
Fig. 3. Comparasion of experimenal results before and after introducing image enhancement module. (a) Without enhancement module; (b) with enhancement module
Fig. 4. Fusion results obtained by different fusion algorithms for"Kaptein"images
Table 1. Objective indicators of"Kaptein"image by various fusion algorithms
View tableTable 1. Objective indicators of"Kaptein"image by various fusion algorithms
Algorithm SF AG EI Var IE Qcb HMSD 10.113 4.021 38.820 52.433 7.086 0.468 FDE_PCA 7.147 3.258 31.340 31.746 6.624 0.471 MGFF 10.101 4.234 41.479 36.725 6.866 0.504 MLGCF 9.530 3.770 35.548 49.695 6.981 0.498 MST 9.871 4.064 39.535 53.567 7.026 0.492 RFN-Nest 4.619 3.325 19.661 44.119 6.999 0.498 MIFF 9.557 4.119 40.357 51.460 7.241 0.434 DTF-SR 8.179 3.283 32.985 44.121 7.242 0.544 CDDF 9.926 3.863 37.869 61.085 7.241 0.483 Proposed 12.558 4.743 46.578 55.720 7.253 0.496
Table 2. Objective indicators of"Road"image by various fusion algorithms
View tableTable 2. Objective indicators of"Road"image by various fusion algorithms
Algorithm SF AG EI Var IE Qcb HMSD 13.125 3.497 36.571 33.474 6.400 0.486 FDE_PCA 12.484 4.105 41.107 22.172 6.067 0.435 MGFF 11.703 3.529 37.416 31.894 6.540 0.471 MLGCF 12.755 3.280 33.779 33.458 6.120 0.456 MST 12.970 3.586 37.821 33.401 6.484 0.473 RFN-Nest 4.734 1.510 16.543 20.036 5.842 0.454 MIFF 12.032 3.633 38.529 36.021 6.774 0.518 DTF-SR 11.566 3.271 34.832 35.293 6.755 0.563 CDDF 11.481 2.864 30.422 33.049 6.483 0.512 Proposed 15.456 4.082 42.692 37.324 6.294 0.549
Table 3. Quantitative evaluation results of ten sets of images
View tableTable 3. Quantitative evaluation results of ten sets of images
Algorithm SF AG EI Var IE Qcb HMSD 10.756 4.047 39.351 37.468 6.856 0.492 FDE_PCA 8.153 3.290 31.694 22.345 6.213 0.457 MGFF 10.402 4.156 41.005 28.126 6.554 0.500 MLGCF 10.204 3.730 35.341 32.727 6.583 0.459 MST 10.579 4.044 39.530 40.744 6.784 0.490 RFN-Nest 5.111 2.310 24.847 33.521 6.783 0.464 MMIF 10.075 3.986 39.267 36.862 6.766 0.463 DTF-SR 9.061 3.476 34.818 42.846 7.197 0.556 CDDF 10.778 3.981 38.790 42.855 6.898 0.475 Proposed 16.641 6.118 60.104 40.810 6.914 0.510
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Zhaoyang Tong, Shen Yang, Shibin Du, Zefeng Huang. Infrared and Visible Image Fusion Using Anisotropic Guided Filtering[J]. Laser & Optoelectronics Progress, 2024, 61(24): 2437007
Paper Information
Category: Digital Image Processing
Received: Mar. 29, 2024
Accepted: May. 20, 2024
Published Online: Dec. 13, 2024
The Author Email: Shen Yang (yangshen@wust.edu.cn)
CSTR:32186.14.LOP240991
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