Patent ID: 11960996
Assignee: SAMSUNG ELECTRONICS CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. An image display apparatus comprising:
a display;
a memory configured to store one or more instructions; and
a processor configured to execute the one or more instructions stored in the memory to:
input a frame to a trained neural network,
obtain a quality score with respect to the frame from the trained neural network,
post-process the frame based on the quality score of the frame, and
provide the post-processed frame for output via the display,
wherein the trained neural network is trained by obtaining a reference image; obtaining a distorted image generated from the reference image; obtaining an objective quality assessment score of the distorted image that identifies a quality of the distorted image as assessed by an algorithm, by using the reference image and the distorted image; obtaining a subjective quality assessment score corresponding to the objective quality assessment score; and training by using the distorted image and the subjective quality assessment score as a training data set.