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publicationDate 2021-12-22-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber KR-20210155397-A
titleOfInvention System and method for deep learning-based color holographic microscopy
abstract A method of performing color image reconstruction of a single super-resolution holographic sample image includes acquiring a plurality of sub-pixel shifted lower resolution holographic images of a sample using an image sensor with simultaneous illumination in multiple color channels . Super high resolution holographic intensity images for each color channel are digitally generated based on the lower resolution holographic images. The super-resolution holographic intensity images for each color channel are backpropagated to the object plane with image processing software to generate real and virtual input images for each color channel. A trained deep neural network is provided and executed by image processing software using one or more processors of the computing device to receive a real input image and an imaginary input image of a sample for each color channel and generate a color output image of the sample. is composed
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