Research map / Video / Video segmentation and tracking
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynLight25 Light | PSNR: 30.37 -> 32.96 | Helped |
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynLight25 Heavy | PSNR: 20.20 -> 24.13 | Helped |
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynComplex25 Light | PSNR: 30.37 -> 32.96 | Helped |
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynComplex25 Heavy | PSNR: 20.20 -> 24.13 | Helped |
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynLight25 Light | SSIM: 0.9235 -> 0.9434 | Helped |
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynLight25 Heavy | SSIM: 0.6335 -> 0.7163 | Helped |
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynComplex25 Light | SSIM: 0.9235 -> 0.9434 | Helped |
| Use J4R-Net instead of the strongest listed baseline, JORDER | Video rain removal · RainSynComplex25 Heavy | SSIM: 0.6335 -> 0.7163 | Helped |
Closest papers by meaning
- Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence (CVPR 2020 · similarity 0.92)
- Deep Joint Rain Detection and Removal From a Single Image (CVPR 2017 · similarity 0.92)
- Video Rain Streak Removal by Multiscale Convolutional Sparse Coding (CVPR 2018 · similarity 0.91)
- Boosting Image De-Raining via Central-Surrounding Synergistic Convolution (AAAI 2025 · similarity 0.89)
- Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining (CVPR 2025 · similarity 0.88)
- Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains (ICLR 2024 · similarity 0.88)
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