CPC H04N 23/951 (2023.01) [G06T 5/20 (2013.01); G06T 5/50 (2013.01); G06T 5/75 (2024.01); G06T 2207/20016 (2013.01)] | 16 Claims |
1. A method of forming a super resolution image, the method comprising:
generating a plurality of auxiliary images from a plurality of original images, wherein the plurality of original images includes a low resolution image, a first medium resolution image and a high resolution image, and the high resolution image covers a portion of a content of the low resolution image but with higher resolution, and wherein the plurality of auxiliary images includes a second medium resolution image made blurry by a downsample operation and an upsample operation applied to the first medium resolution image;
obtaining a plurality of feature vectors from the plurality of original images and from the plurality of auxiliary images;
combining, based on a plurality of indices, a higher resolution feature vector with a lower resolution feature vector, and
generating the super resolution image based on the combined feature vectors.
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