Deep Neural Network For Image Enhancement
AssigneeContinental Automotive Systems, Inc.
InventorDalong Li
Life of this patent
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Abstract
A method for generating a super-resolved high-resolution image based on a low-resolution image is provided. The method includes receiving a low-resolution image having a first image size from a camera, and determining an interpolated image of the low-resolution image. The interpolated image has a second image size being greater than the first image size. The method also includes determining a high-resolution super-resolved image based on the interpolated image and model data. The model data is stored on memory hardware. The method also includes displaying, on a user interface, the high-resolution super-resolved image.
Claims16
A method for generating a super-resolved high-resolution image based on a low-resolution image, the method comprising:
- receiving, at data processing hardware, a low-resolution image having a first image size from a camera in communication with the data processing hardware;
- determining, at the data processing hardware, an interpolated image of the low-resolution image, the interpolated image having a second image size being greater than the first image size;
- determining, at the data processing hardware, a high-resolution super-resolved image based on the interpolated image and model data, the model data stored on memory hardware in communication with the data processing hardware;
- and
- displaying, on a user interface in communication with the data processing hardware, the high-resolution super-resolved image.
A system for generating a super-resolved high-resolution image based on a low-resolution image, the system comprising:
- a user interface;
- data processing hardware in communication with the user interface;
- and
- memory hardware in communication with the processing hardware, the memory hardware storing instruction that when executed cause the data processing hardware to execute a method, the method includes:
- receiving a low-resolution image having a first image size from a camera in communication with the data processing hardware;
- determining an interpolated image of the low-resolution image, the interpolated image having a second image size being greater than the first image size;
- determining a high-resolution super-resolved image based on the interpolated image and model data, the model data stored on memory hardware in communication with the data processing hardware;
- and
- transmitting a command to the user interface causing the user interface to display the high-resolution super-resolved image.
Dependencies are inferred from the claim text.