Rao Fu, Yu Fang, Yong Yang, Dong Xiang, Xiaojing Wu. Large-Field Microscopic Imaging Method Based on Cycle Generative Adversarial Networks[J]. Acta Optica Sinica, 2023, 43(5): 0518002
- Acta Optica Sinica
- Vol. 43, Issue 5, 0518002 (2023)
Fig. 1. Model structure of GANs
Fig. 2. Model structure of Cycle-GANs
Fig. 3. Model illustration of Cycle-GANs
Fig. 4. Graded scaling of image resolution and prediction effect
Fig. 5. Fitting curve of relationship between objective evaluation index and image resolution reduction factor. (a) SSIM; (b) PSNR; (c) NMRSE
Fig. 6. Results of 25× high-resolution virtual images generated from low-resolution images of 10× resolution testing board
Fig. 7. Results of 25× HR generated from 10× LR
Fig. 8. Results of 25× HR generated from 4× LR
|
Table 1. Training parameters of image network model
|
Table 2. Objective evaluation indexes of theory verification
|
Table 3. Objective evaluation indexes of 25× HR generated from 10× LR
|
Table 4. Objective evaluation indexes of 25× HR generated from 4× LR
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20