In this paper, we propose a distributed feedback neural network for the single-image deraining task, called DFN. DFN aims to reduce the over-smoothing effect ...
... Distributed Feedback Network for Single-Image Deraining | Recently, deep convolutional neural network has achieved great success for single-image deraining.
Aug 21, 2024 · The network called WRRDANet consists of a kernel prediction subnet and pixel-wise dilation filtering. In the kernel prediction subnet, we ...
A deraining network can be interpreted as a conditional generator that aims at removing rain streaks from image. Most existing image deraining methods ...
In this paper, we propose a novel residual-guide feature fusion network, called ResGuideNet, for single image deraining that progressively predicts high-quality ...
Apr 17, 2024 · By introducing a density-aware mechanism, the network can better handle raindrops of different densities, improving the rain removal effect.
This paper introduces a regional basded transformer network to tackle single image deraining problem. The proposed method includes a new architecture called ...
Sep 30, 2024 · We have developed a lightweight single-image rain removal model called the deep wavelet transform network (DWTN) to address this limitation.
In the past decade, deep learning methods, especially convolutional neural networks, have received much attention in applications of single-image dehazing.
Jan 29, 2021 · A deraining network can be interpreted as a conditional generator that aims at removing rain streaks from image.
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