Chinese Optics Letters, Volume. 18, Issue 12, 121705(2020)
Deep learning virtual colorful lens-free on-chip microscopy
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.
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Hua Shen, Jinming Gao, "Deep learning virtual colorful lens-free on-chip microscopy," Chin. Opt. Lett. 18, 121705 (2020)
Category: Biophotonics
Received: Aug. 22, 2020
Accepted: Oct. 29, 2020
Posted: Oct. 29, 2020
Published Online: Dec. 8, 2020
The Author Email: Hua Shen (edward_bayun@163.com)