Method for enhancing quality of media
AssigneeUbitus Inc.
InventorsJung-Chang Kuo, Wen-Kae Tsao, Ying-Hau Wu
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Abstract
A method for enhancing quality of media uses an artificial intelligence (AI) enhancing model built-in the client device to enhance the quality of video streams. The AI enhance module is pre-trained by using a neural network in the server to analyze differences between the decoded images and the raw images that are generated by the server. Wherein, the AI enhance module enhances decoded images by using algorithms which are defined by analyzing differences between the decoded images and the raw images. Such that, the enhanced images are visually more similar to the raw images than the decoded images do.
Claims16
A method for enhancing quality of media, comprising:
- providing a client device which includes an artificial intelligence (AI) enhance module;
- said AI enhance module comprising at least one predefined algorithm;
- said at least one predefined algorithm comprising a plurality of weighted parameters;
- said weighted parameters of the at least one predefined algorithm are defined in advance by a training process of an artificial neural network module executed in a training server;
- the client device accepting a plurality of encoded images;
- said encoded images being obtained by encoding a plurality of source images of a first resolution;
- and
- the client device decoding said accepted encoded images into a plurality of decoded images, and using the weighted parameters and the at least one predefined algorithm of the AI enhance module to process the decoded images in order to generate a plurality of enhanced images;
- wherein, said enhanced images have a second resolution which is higher than the first resolution;
- wherein said enhanced images are capable of being output to a screen as displayed output images.
Dependencies are inferred from the claim text.