Research map / 3D vision / Depth and stereo
Reflection Removal Using a Dual-Pixel Sensor
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use dual-pixel defocus-disparity cues to label background gradients and guide layer recovery | Reflection removal · Controlled dataset (150 images) | PSNR (dB): 16.62 -> 19.45 | Helped |
| Use dual-pixel defocus-disparity cues to label background gradients and guide layer recovery | Reflection removal · Controlled dataset (150 images) | SSIM: 0.842 -> 0.883 | Helped |
| Use dual-pixel defocus-disparity cues to label background gradients and guide layer recovery | Reflection removal · Controlled dataset (150 images) | sLMSE: 0.797 -> 0.946 | Helped |
| Use dual-pixel defocus-disparity cues to label background gradients and guide layer recovery | Reflection removal · Controlled dataset (150 images) | NCC: 0.981 -> 0.982 | Helped |
| Use dual-pixel defocus-disparity cues to label background gradients and guide layer recovery | Reflection removal · Controlled dataset (150 images) | SI: 0.847 -> 0.870 | Helped |
Closest papers by meaning
- Revisiting Single Image Reflection Removal In the Wild (CVPR 2024 · similarity 0.84)
- Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging (CVPR 2024 · similarity 0.83)
- Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation (CVPR 2025 · similarity 0.83)
- FIRM: Flexible Interactive Reflection ReMoval (AAAI 2025 · similarity 0.83)
- Removing Reflections from RAW Photos (CVPR 2025 · similarity 0.83)
- Multi-View Dynamic Reflection Prior for Video Glass Surface Detection (AAAI 2024 · similarity 0.83)
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