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

• DOI: 10.1016/j.csbj.2022.04.003
• Publication Date: 2022-04-20T23:08:14Z
• Authors: Chi Zhang; Hao Jiang; Weihuang Liu; Junyi Li; Shiming Tang; Mario Juhas; Yang Zhang
• Keywords: Benchmark (surveying); Transfer of learning

Microscopic images are widely used in basic biomedical research, disease diagnosis and medical discovery. Obtaining high-quality in-focus microscopy has been a cornerstone of the microscopy. However, obtained by microscopes often out-of-focus, resulting poor performance research diagnosis.