"real-world image restoration" Papers

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Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing

Ruiyi Wang, Yushuo Zheng, Zicheng Zhang et al.

CVPR 2025arXiv:2503.19262
13
citations

Visual-Instructed Degradation Diffusion for All-in-One Image Restoration

Haina Qin, Wenyang Luo, Zewen Chen et al.

CVPR 2025arXiv:2506.16960
11
citations

SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder

Dihan Zheng, Yihang Zou, Xiaowen Zhang et al.

CVPR 2024arXiv:2403.17502
4
citations

Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models

Jiaqi Xu, Mengyang Wu, Xiaowei Hu et al.

ECCV 2024arXiv:2409.02101
12
citations