Image processing method, device, and computer readable storage medium
AssigneeNuctech Company Limited
InventorsQi WANG, Bicheng LIU, Guangming XU
Life of this patent
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Abstract
The present disclosure provides an image processing method, device, and computer readable storage medium, relating to the field of image processing technology, the method includes: acquiring a first undersampled image to be processed; and reconstructing, according to a mapping relationship between an undersampled image and a normally sampled original image, the first undersampled image to a corresponding first original image, wherein the mapping relationship is obtained by training a machine learning model with a second undersampled image and a normally sampled second original image corresponding to the second undersampled image as training samples.
Claims13
An image processing method, comprising:
- acquiring a first undersampled image to be processed;
- and
- reconstructing, according to a mapping relationship between an undersampled image and a normally sampled original image, the first undersampled image to a corresponding first original image, wherein the mapping relationship is obtained by training a machine learning model with a second undersampled image and a normally sampled second original image corresponding to the second undersampled image as training samples.
An image processing device, comprising:
- an acquisition module for acquiring a first undersampled image to be processed;
- and
- a reconstruction module for reconstructing, according to a mapping relationship between an undersampled image and a normally sampled original image, the first undersampled image to a corresponding first original image, wherein the mapping relationship is obtained by training a machine learning model with a second undersampled image and a normally sampled second original image corresponding to the second undersampled image as training samples.
Dependencies are inferred from the claim text.