Laser & Optoelectronics Progress, Volume. 57, Issue 8, 081013(2020)
An Infrared and Visible Image Fusion Algorithm Based on ResNet152
Figures & Tables(6)
Table 1. Image fusion objective evaluation
View tableTable 1. Image fusion objective evaluation
Image Metrics CBF WLS JSR JSRSD ConvSR Proposed a EFMIpixel EFMIdct EFMIw Nabf ESSIM 0.8701 0.2450 0.2984 0.2317 1.2476 0.8847 0.2745 0.3351 0.1621 1.4442 0.8528 0.1538 0.2113 0.2332 1.2146 0.8339 0.1315 0.1812 0.3285 1.0792 0.8336 0.1422 0.3205 0.1224 1.1968 0.8856 0.3378 0.3828 0.0250 1.5324 b EFMIpixel EFMIdct EFMIw Nabf ESSIM 0.8968 0.2229 0.2920 0.2554 1.2994 0.9305 0.2890 0.3495 0.2091 1.4618 0.9189 0.1686 0.2326 0.2430 1.2562 0.8932 0.1443 0.2036 0.3419 1.1330 0.9160 0.1388 0.3813 0.0572 1.3608 0.9345 0.3563 0.3906 0.0374 1.5454 c EFMIpixel EFMIdct EFMIw Nabf ESSIM 0.8645 0.2299 0.2633 0.3607 1.0740 0.8918 0.2981 0.3464 0.2156 1.3834 0.8792 0.1699 0.2205 0.1769 1.2560 0.8632 0.1454 0.1956 0.2417 1.1874 0.8477 0.1342 0.3424 0.0868 1.2084 0.8927 0.3477 0.3836 0.0387 1.4620 d EFMIpixel EFMIdct EFMIw Nabf ESSIM 0.8386 0.1835 0.2407 0.5278 0.9150 0.8977 0.3236 0.3773 0.2821 1.3538 0.8885 0.1591 0.2266 0.2109 1.2506 0.8653 0.1325 0.2078 0.2801 1.1616 0.8380 0.1065 0.2992 0.1145 1.1500 0.9128 0.3649 0.4007 0.0376 1.4478 e EFMIpixel EFMIdct EFMIw Nabf ESSIM 0.8569 0.3781 0.4650 0.1523 1.0472 0.8471 0.3908 0.4428 0.2820 1.0916 0.8481 0.2360 0.2840 0.1873 0.9764 0.8434 0.2099 0.2565 0.2198 0.9374 0.8629 0.3061 0.5144 0.0348 1.1292 0.8634 0.4429 0.4476 0.0483 1.1808
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Heng Li, Liming Zhang, Meirong Jiang, Yulong Li. An Infrared and Visible Image Fusion Algorithm Based on ResNet152[J]. Laser & Optoelectronics Progress, 2020, 57(8): 081013
Paper Information
Category: Image Processing
Received: Jul. 1, 2019
Accepted: Sep. 16, 2019
Published Online: Apr. 3, 2020
The Author Email: Heng Li (453984016@qq.com), Liming Zhang (zhanglm8@gmail.com)
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