CPC H04N 7/0117 (2013.01) [G06F 18/22 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06T 3/4007 (2013.01); G06T 3/4046 (2013.01); G06T 5/002 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20182 (2013.01)] | 14 Claims |
1. An image processing apparatus for generating a high-resolution moving image, the image processing apparatus comprising:
a memory storing one or more instructions; and
a processor configured to execute the one or more instructions stored in the memory,
wherein the processor is configured to:
extract feature information regarding a low-resolution image of a current frame by using a first convolutional neural network (CNN),
generate, based on the feature information, a first high-resolution image of the current frame,
remove flickering of the first high-resolution image to generate a second high-resolution image of the current frame, by using a flickering-removed high-resolution image of a previous frame, whereby the second high-resolution image is a flickering-removed high-resolution image of the current frame, and
remove flickering of a high-resolution image of a next frame generated from a low-resolution image of the next frame, by using the second high-resolution image of the current frame.
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