Optics and Precision Engineering, Volume. 31, Issue 10, 1548(2023)
Infrared and visible image fusion based on fast alternating guided filtering and CNN
Figures & Tables(12)
Fig. 9. Three-dimensional comparative analysis chart of fusion results
Table 1. FAGF running time comparison
View tableView in ArticleTable 1. FAGF running time comparison
AGF FAGF Img1 0.296 764 0.055 198 Img2 0.772 967 0.143 772 Img3 1.051 652 0.189 297 Img4 0.756 234 0.140 659 Img5 0.345 330 0.055 252 Img6 0.663 786 0.146 032
Table 2. Comparison of objective evaluation indicators
View tableView in ArticleTable 2. Comparison of objective evaluation indicators
Method EN SD SF FMI_W VIF AG Img1 WLS 6.643 5 7.908 8 0.056 8 0.323 7 0.651 3 6.367 8 GF 6.510 4 7.149 2 0.040 7 0.490 9 0.444 6 4.791 5 VGG 6.099 6 7.382 6 0.026 9 0.382 9 0.487 8 3.161 7 RES 6.237 5 7.573 3 0.039 2 0.398 8 0.513 3 4.550 7 PIAF 6.709 8 7.998 9 0.041 5 0.427 6 0.756 4 5.116 5 FAGF 6.915 8 8.211 4 0.063 4 0.577 3 0.758 3 6.478 9 Img2 WLS 6.138 7 7.047 1 0.052 4 0.357 5 0.761 6 3.397 3 GF 6.620 5 7.994 7 0.037 0 0.353 5 0.735 8 2.448 3 VGG 5.921 6 7.146 2 0.028 7 0.372 5 0.726 4 1.957 8 RES 6.031 9 7.120 7 0.044 7 0.408 9 0.736 1 2.787 5 PIAF 6.745 2 7.882 0 0.051 3 0.387 5 0.990 9 3.839 4 FAGF 6.830 5 7.183 1 0.063 9 0.409 2 0.789 2 4.108 7 Img3 WLS 5.319 3 5.275 6 0.029 8 0.363 6 0.577 3 2.184 9 GF 6.439 0 7.655 1 0.012 3 0.345 0 0.564 4 1.086 6 VGG 4.888 8 5.075 9 0.015 3 0.356 5 0.440 6 1.157 7 RES 5.021 2 5.131 1 0.024 3 0.402 6 0.485 3 1.767 4 PIAF 5.747 0 7.900 9 0.018 8 0.362 7 0.729 0 1.408 6 FAGF 6.818 1 6.604 1 0.030 8 0.404 1 0.903 4 2.812 8 Img4 WLS 6.849 9 9.366 2 0.057 7 0.397 0 0.847 9 4.387 9 GF 6.480 2 8.688 3 0.048 7 0.434 4 0.625 5 3.422 7 VGG 6.205 1 9.429 1 0.030 0 0.387 3 0.607 7 2.175 2 RES 6.367 5 9.537 3 0.049 3 0.424 6 0.639 2 3.485 9 PIAF 6.824 9 8.482 3 0.057 0 0.419 7 0.773 5 4.242 4 FAGF 7.186 3 9.805 6 0.094 1 0.459 5 1.088 6 7.191 4 Img5 WLS 6.315 2 7.754 2 0.040 8 0.379 5 0.994 6 3.852 7 GF 6.020 5 8.634 9 0.020 4 0.434 5 0.663 5 2.172 7 VGG 5.904 5 7.547 3 0.019 6 0.403 4 0.742 6 1.899 1 RES 5.979 0 7.560 0 0.030 6 0.429 2 0.800 3 2.843 4 PIAF 6.304 6 8.097 4 0.024 6 0.412 7 1.156 0 2.617 2 FAGF 6.554 7 8.496 4 0.050 2 0.427 1 1.228 2 5.467 9 Img6 WLS 6.609 7 8.354 9 0.025 8 0.297 1 0.929 6 2.585 7 GF 5.856 4 7.114 0 0.017 3 0.331 3 0.643 5 1.721 4 VGG 6.187 3 8.440 0 0.013 4 0.302 6 0.746 7 1.401 2 RES 6.256 7 8.441 4 0.019 3 0.334 9 0.783 6 1.952 8 PIAF 6.663 5 8.436 0 0.026 1 0.334 9 0.976 6 2.497 5 FAGF 6.711 3 8.622 6 0.041 5 0.380 0 1.135 9 4.308 0
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Yanchun YANG, Yongping LI, Jianwu DANG, Yangping WANG. Infrared and visible image fusion based on fast alternating guided filtering and CNN[J]. Optics and Precision Engineering, 2023, 31(10): 1548
Paper Information
Category: Information Sciences
Received: Aug. 17, 2022
Accepted: --
Published Online: Jul. 4, 2023
The Author Email: Yanchun YANG (yangyanchun102@sina. com)
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