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WEEK TEXTURE INFORMATION MAP GUIDED IMAGE SUPER-RESOLUTION WITH DEEP RESIDUAL NETWORKS
時間 2021-01-12
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本文針對線性超分網絡無法充分提取特徵信息的問題,提出了一個基於圖像邊緣細節先驗的方法,該論文在RCAN(通道注意力網絡)基礎上進行實驗。 在此本文創新點主要爲通過sobel算子得出圖像邊緣高頻紋理細節作爲先驗,使生成圖像相對於傳統超分辨率重建方法重建的圖像具有更多的紋理細節,首先在此介紹下sobel算子 sobel算子其實就是通過卷積計算橫向與豎向的梯度和並且在最後爲了簡便起見通常將根下gx^2+
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