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AssigneeIndustrial Technology Research Institute
InventorsDuan-Li Liao, Chia-Chang Li, Wen-Hung Ting, Po-Lung Chen
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Provided are an image transform method and an image transform network. The method is for the image transform network including an image generator, a transform discriminator and a focus discriminator, and includes: generating a transformed image according to an un-transformed image and focus information by the image generator; computing a transform discrimination value according to the transformed image by the transform discriminator; computing a value of a first generator loss function and updating the image generator by the image generator; generating a focus discrimination value according to the un-transformed image, the transformed image, and the focus information by the focus discriminator; and computing a value of a second generator loss function according to the focus discrimination value and updating the image generator according to the value of the second generator loss function by the image generator.
An image transform method for an image transform network connected with a first database and comprising an image generator, a transform discriminator, and a focus discriminator, the first database storing a plurality of untransformed images, and the image transform method comprising:
An image transform network, signal-connected with a first database storing a plurality of untransformed images, the image transform network comprising:
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