Muyang Zhang, Yanmei Liang. Color Fourier Ptychography Microscopy Using Three-Dimensional Convolutional Neural Network[J]. Acta Optica Sinica, 2020, 40(20): 2011001
- Acta Optica Sinica
- Vol. 40, Issue 20, 2011001 (2020)
Fig. 1. Flow chart of color FPM algorithm based on CNN
Fig. 2. Structure of proposed CNN
![Color reconstruction results of different algorithms. (a) HR image; (b) color LR image; (c) reconstructed HR image of red channel; (d) proposed algorithm; (e) spectrum multiplexing FPM algorithm[25]; (f) three-channel separated FPM algorithm](/Images/icon/loading.gif){kind=icon}
Fig. 3. Color reconstruction results of different algorithms. (a) HR image; (b) color LR image; (c) reconstructed HR image of red channel; (d) proposed algorithm; (e) spectrum multiplexing FPM algorithm[25]; (f) three-channel separated FPM algorithm
Fig. 4. Numerical simulation results of resolution target as input sample. (a) HR image; (b) color LR image; (c) reconstructed HR image of red channel; (d) proposed algorithm; (e) spectrum multiplexing FPM algorithm[25]; (f) three-channel separated FPM algorithm
Fig. 5. Image reconstruction results of experimental system. (a) Color LR image; (b) proposed algorithm; (c) spectrum multiplexing FPM algorithm[25]; (d) three-channel separated FPM algorithm
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Table 1. RMSE and SSIM of different algorithms
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Table 2. RMSE and SSIM of different algorithms
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Table 3. Number of LR images and capturing time of different algorithms
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