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.

A deraining network can be interpreted as a conditional generator that aims at removing rain streaks from image. Most existing image deraining methods ...

Aug 21, 2024 · The network called WRRDANet consists of a kernel prediction subnet and pixel-wise dilation filtering. In the kernel prediction subnet, we ...

We have presented an effective multi-scale Transformer network for single image deraining. To better explore common rain degradation features, we incorporate ...

Jun 16, 2022 · The proposed network consists of five blocks and two convolution operations, where each block consists of a dilation convolution module and a ...

In this paper, we propose a novel residual-guide feature fusion network, called ResGuideNet, for single image deraining that progressively predicts high-quality ...

Sep 30, 2024 · We have developed a lightweight single-image rain removal model called the deep wavelet transform network (DWTN) to address this limitation.

Apr 17, 2024 · By introducing a density-aware mechanism, the network can better handle raindrops of different densities, improving the rain removal effect.

Jan 22, 2024 · Images captured outdoors are often affected by rainy days, resulting in a severe deterioration in the visual quality of the captured images ...