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    ELECTRONIC DEVICE FOR COLORIZING BLACK AND WHITE IMAGE USING GAN BASED MODEL COMPRISING TRANSFORMER BLOCK AND METHOD FOR OPERATION THEREOF
    31.
    发明公开
    ELECTRONIC DEVICE FOR COLORIZING BLACK AND WHITE IMAGE USING GAN BASED MODEL COMPRISING TRANSFORMER BLOCK AND METHOD FOR OPERATION THEREOF 审中-公开

    公开(公告)号：US20240265587A1

    公开(公告)日：2024-08-08

    申请号：US18422534

    申请日：2024-01-25

    申请人： Industry-Academic Cooperation Foundation, Chosun University

    发明人： Bum Shik LEE ,  Muhammad Hamza SHAFIQ

    IPC分类号： G06T11/00

    CPC分类号： G06T11/001

    摘要： In accordance with various embodiments, an electronic device for colorizing a black and white image using a Generative Adversarial Network (GAN)-based model comprising a transformer block includes a processor, wherein the processor is set to: obtain a black and white image including only first information about a luminance channel; and generate a pseudo color image including only second information about a chrominance channel by applying the black and white image to the GAN-based model, the GAN-based model includes a generator network including a plurality of transformer blocks for color conversion, a plurality of convolution layers, and a plurality of transpose convolution layers, the plurality of transformer blocks each include a Depth Wise Convolution (DWC) layer, a first Layer Normalization (LN) layer, a Window-based Multi-head Self Attention (W-MSA) layer, a second LN layer, and a Colorization Feed Forward (CFF) block. Other various embodiments are possible.