期刊论文

Hu, Boxia(happylife008@163.com)

英文

计算机、材料和连续体(英文)

1546-2218

2023

75

1

879-890

10.32604/cmc.2023.035858

Funding Statement: This work was supported by National Natural Science Foundation of China (61772179), Hunan Provincial Natural Science Foundation of China (2022JJ50016, 2020JJ4152), the Science and Technology Plan Project of Hunan Province (2016TP1020), Scientific Research Fund of Hunan Provincial Education Department (21B0649), Application-Oriented Characterized Disciplines, Double First-Class University Project of Hunan Province (Xiangjiaotong [2018]469), Discipline Special Research Projects of Hengyang Normal University (Grant No. XKZX21002).

本校为其他机构

Image deraining has become a hot topic in the field of computer vision. It is the process of removing rain streaks from an image to reconstruct a high-quality background. This study aims at improving the performance of image rain streak removal and reducing the disruptive effects caused by rain. To better fit the rain removal task, an innovative image deraining method is proposed, where a kernel prediction network with Unet++ is designed and used to filter rainy images, and rainy-day images are used to estimate the pixel-level kernel for rain r...