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【圖像去噪】DnCNN論文詳解(Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising)...
時間 2020-12-24
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論文原文:https://arxiv.org/pdf/1608.03981.pdf 一、簡介 老實說,這篇論文後半部分不太值得細讀,大量內容都是討論實驗,寫的比較囉嗦。啓發性的內容較少,看完後只知道你的模型效果好,但不太知道爲什麼好。 文章重點: 強調了residual learning(殘差學習)和batch normalization(批量標準化)在圖像復原中相輔相成的作用,可以在較深的網絡的
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