Hua Shen, Jinming Gao. Deep learning virtual colorful lens-free on-chip microscopy[J]. Chinese Optics Letters, 2020, 18(12): 121705
- Chinese Optics Letters
- Vol. 18, Issue 12, 121705 (2020)
Fig. 1. Lens-free on-chip microscope setup. (a) Schematic of lens-free on-chip microscopy. (b) Experimental lens-free on-chip microscope setup. (c) An example image of H&E stained pathological tumor tissue.
Fig. 2. Computational algorithm flowchart to get a virtually colorized lens-free on-chip microscopy image.
Fig. 3. Deep learning GAN established to achieve virtual colorization.
Fig. 4. Data processing to achieve virtual colorful lens-free on-chip microscopy. The yellow scale bar is 200 μm.
Fig. 5. Comparisons of lens-free on-chip microscopy image, bench-top commercial microscopy image, and virtual colorization image, which are image pairs of ROIs #1, #2, and #3 in Fig. 4 .
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