Abstract: A digital holography microscope, a method, and a system are provided. The digital holography microscope comprising two microscope objectives configured in a bi-telecentric configuration; a sample holder configured to receive a sample; a couple charged device configured to capture one or more images; a display; and a processor configured to retrieve a Convolutional Neural Network (CNN) model associated with a type of the sample, mitigate aberrations in the one or more images using at least the CNN model having as input an unwrapped phase associated with each of the one or more images, and output the mitigated one or more images via the display.

Abstract: A digital holography microscope, a method, and a system are provided. The digital holography microscope comprising two microscope objectives configured in a bi-telecentric configuration; a sample holder configured to receive a sample; a couple charged device configured to capture one or more images; a display; and a processor configured to retrieve a Convolutional Neural Network (CNN) model associated with a type of the sample, mitigate aberrations in the one or more images using at least the CNN model having as input an unwrapped phase associated with each of the one or more images, and output the mitigated one or more images via the display.