CPC G06T 5/001 (2013.01) [G06N 3/045 (2023.01); G06N 3/0464 (2023.01); G06T 3/4046 (2013.01); G06T 3/4053 (2013.01); G06T 2207/20084 (2013.01)] | 20 Claims |
12. A method of operating an image processing apparatus, the method comprising:
extracting feature information of an input image using a feature extraction network; and
generating an output image by processing the input image, by using an image quality processing network comprising one or more modulation blocks, wherein each modulation block among the one or more modulation blocks comprises:
a convolution layer performing a convolution operation between an input to the convolution layer and a kernel in the convolution layer and output a feature map based on the convolution operation,
a modulation layer receiving the feature map output from the convolution layer as input and generating a modulated feature map by modulating the feature map based on the feature information of the input image; and
an activation layer receiving the modulated feature map and generating an output by applying an activation function to the modulated feature map.
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