Correction of out-of-focus microscopic images by deep learning

1 code implementation • Computational and Structural Biotechnology Journal 2022 • Chi Zhang, Hao Jiang, Weihuang Liu, Junyi Li, Shiming Tang, Mario Juhas, Yang Zhang.

Results To solve the out-of-focus issue in microscopy, we developed a Cycle Generative Adversarial Network (CycleGAN) based model and a multi-component weighted loss function.

Generative Adversarial Network Image Deblurring +1