Principle of the Restore-CycleGAN-GALOF imaging method. (IMAGE)

Light Publishing Center, Changchun Institute of Optics, Fine Mechanics And Physics, CAS

Principle of the Restore-CycleGAN-GALOF imaging method.

Caption

a Schematic of the imaging process. Pre-processing: ①registration, ②histogram equalization, and ③inpainting. Reconstruction: ④Restore-CycleGAN reconstruction. b Schematic of the histogram equalization pre-processing step. c Schematic of the Restore-CycleGAN. G1 and G2: generators with a U-Net architecture. D1 and D2: discriminators with a PatchGAN architecture. d Sample reconstruction results.

Credit

by Xiaowen Hu, Jian Zhao, Jose Enrique Antonio-Lopez, Rodrigo Amezcua Correa, and Axel Schülzgen,

Usage Restrictions

Credit must be given to the creator.

License

CC BY

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