Haotian WANG, Qingsheng LIU, Liang CHEN, Wangquan YE, Yuan LU, Jinjia GUO, Ronger ZHENG. Improved CycleGAN network for underwater microscopic image color correction[J]. Optics and Precision Engineering, 2022, 30(12): 1499
- Optics and Precision Engineering
- Vol. 30, Issue 12, 1499 (2022)
Fig. 1. Structure of cycle-consistent adversarial network
Fig. 2. Structure of improved cycle-consistent adversarial network
Fig. 3. Structure of generator network
Fig. 4. Structure of discriminator network
Fig. 5. Device diagram of underwater microscopic imaging system
Fig. 6. Absorption spectra of typical seawater and blue-green dye inks
Fig. 7. Some self-made target images
Fig. 8. Results of underwater self-made target images processed by different algorithms
Fig. 9. Comparison of underwater natural stone images processed by different algorithms
|
Table 1. Objective evaluation indexes of underwater microscopic images processed by different algorithms
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