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May, 2023
突破雾霾:基于快速傅里叶卷积和ConvNeXt的先进非均匀去雾方法
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt
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Han Zhou, Wei Dong, Yangyi Liu, Jun Chen
TL;DR
该研究提出了一种新的两分支网络,利用2D离散小波变换、快速傅里叶卷积残差块和预训练的ConvNeXt模型来解决雾霾图像非均质去雾的问题,并进行了大量实验验证其有效性。
Abstract
haze
usually leads to deteriorated images with low contrast, color shift and structural distortion. We observe that many
deep learning
based models exhibit exceptional performance on removing homogeneous
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