Bingchao Yang, Peng Wang, Xiaoyan Li, Liangliang Li, Xiaofang Cao. Infrared and Visible Light Image Registration Based on Modal Conversion and Robust Features[J]. Laser & Optoelectronics Progress, 2022, 59(4): 0410013
- Laser & Optoelectronics Progress
- Vol. 59, Issue 4, 0410013 (2022)
Fig. 1. Flow chart of proposed algorithm
Fig. 2. Network structure of generator G
Fig. 3. Network structure of discriminator D
Fig. 4. Pseudo-infrared images generated using GAN. (a) Visible images to be registered; (b) corresponding pseudo-infrared images
Fig. 5. Examples of registration results of images to be registered in four groups of different scenarios
Fig. 6. Examples of registration results of different algorithms
Fig. 7. Experimental results of actual data set. (a) MAE; (b) RMSE; (c) NMI; (d) PSNR
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Table 1. Registration results of different algorithms
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