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已有 139 次閱讀2021-7-17 17:03 | 翻譯

while pixel loss can be easily optimized, it usually fails to provide pleasant realistic details in accordance with perceptual vision, which trends toward distortion especially for large scale factors.

照片象素 pixel loss 很容易被優化，但他常常難以提供感知視覺上讓人看地很愉悅的真實細節，尤其是縮放越大，失真越大

due to the dramatic development of generative adversarial network, in generating photo realistic images, it provides a new approach for perceptual super resolution image

可是因為 GAN 的發展，在生成真實照片上， GAN 提供了新的方向