SYSTEM AND METHOD FOR ENHANCING SEISMIC IMAGES

원문 (중국어)

Systems and methods are disclosed relating to image enhancement. In an example, a first training of a machine learning (ML) algorithm can be implemented using a synthetic training dataset to provide a first model. The synthetic training dataset can include low-resolution and high-resolution synthetic image pairs. A second training of the ML algorithm can be implemented using a real training dataset and an output of the first model to provide a second model. The real training dataset can include real low-resolution images. A low-resolution image can be enhanced using the second model to provide an enhanced image of the low-resolution image.