Semi-supervised image deraining using knowledge distillation

X Cui, C Wang, D Ren, Y Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Image deraining has achieved considerable progress based on supervised learning with
synthetic training pairs, but is usually limited in handling real-world rainy images. Although …

基于多级联递进卷积结构的图像去雨算法.

张勇, 郭杰龙, 汪帆, 兰海, 俞辉… - Chinese Journal of …, 2023 - search.ebscohost.com
雨天图像会影响计算机视觉任务的效果与精度. 雨天图像常常包含来自不同方向, 大小,
形状的雨点或雨痕, 在对这些雨点, 雨痕进行去除时, 现有的方法往往没有考虑到雨天图像不同 …

Cross-domain attention-guided domain adaptive method for image real rain removal

Y Liu, M Shao, Y Cheng, Y Wan, M Han - Multimedia Tools and …, 2024 - Springer
Existing image deraining methods often rely on synthetic data, but the domain gap between
synthetic and real data causes significant performance degradation in real-world scenarios …

DAMNet: A Dual Adjacent Indexing and Multi-Deraining Network for Real-Time Image Deraining

P Zhao, H Zheng, S Tang, Z Chen, Y Liang - Fractal and Fractional, 2022 - mdpi.com
Image deraining is increasingly critical in the domain of computer vision. However, there is a
lack of fast deraining algorithms for multiple images without temporal and spatial features …