"real-world degradation" Papers

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Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration

Junyuan Deng, Xinyi Wu, Yongxing Yang et al.

CVPR 2025arXiv:2504.15159
3
citations

UDC-VIT: A Real-World Video Dataset for Under-Display Cameras

Kyusu Ahn, JiSoo Kim, Sangik Lee et al.

ICCV 2025highlightarXiv:2501.18545

FlowIE: Efficient Image Enhancement via Rectified Flow

Yixuan Zhu, Wenliang Zhao, Ao Li et al.

CVPR 2024arXiv:2406.00508
31
citations

Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal

Yeying Jin, Xin Li, Jiadong Wang et al.

ECCV 2024arXiv:2407.16957
18
citations