Unsupervised video rain streaks removal with deep foreground-background modeling

DOI10.1016/j.cam.2023.115431MaRDI QIDQ6049354

Xi-Le Zhao, Jun-Hao Zhuang, Jun Liu, Tai-Xiang Jiang, Yi-Si Luo, Yi Chang

Publication date: 15 September 2023

Published in: Journal of Computational and Applied Mathematics (Search for Journal in Brave)

zbMATH Keywords

inverse problemvideo processingunsuperviseddeep convolutional neural networkrain streaks removal

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Mathematical programming (90Cxx) Artificial intelligence (68Txx) Numerical methods for mathematical programming, optimization and variational techniques (65Kxx)

Cites Work

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• D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal
• Clearing the Skies: A Deep Network Architecture for Single-Image Rain Removal
• Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
• Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion
• ViBe: A Universal Background Subtraction Algorithm for Video Sequences
• Automatic Single-Image-Based Rain Streaks Removal via Image Decomposition

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