Method of color decomposition and method of demosaicing images based on deep learning using the same

    公开(公告)号:US11861807B2

    公开(公告)日:2024-01-02

    申请号:US17232435

    申请日:2021-04-16

    CPC classification number: G06T3/4015 G06F18/214 G06F18/22 G06T3/4046

    Abstract: In a method of color decomposition, inter-color images indicating similarity between color sensitivities are generated based on color images. Conversion coefficients of the color images and the inter-color images with respect to a white image are determined. A pseudo-white image corresponding to the color images and the inter-color images is generated using the conversion coefficients the pseudo-white image similar to a real white image is generated using the inter-color images indicating similarity between color sensitivities. Deep learning of the artificial neural network is performed efficiently using the color images and the pseudo-white image and the demosaiced images of high quality are generated using the trained artificial neural network that is trained.

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