Research map / Learning theory and algorithms / Matrix and tensor methods
Polarized Non-Line-of-Sight Imaging
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Add a camera-side polarizer to standalone passive NLOS | Polarized NLOS · Projected-image NLOS, no occluder | PSNR: 6.7 dB -> 7.3 dB | Helped |
| Add a camera-side polarizer to standalone passive NLOS | Polarized NLOS · Projected-image NLOS, no occluder | condition number: 2961 -> 2012 | Helped |
| Add a camera-side polarizer to the partial-occluder method | Partial-occluder NLOS · Reflective-object NLOS with partial occluder | PSNR: 9.8 dB -> 10.6 dB; 7.6 dB -> 8.4 dB; 8.2 dB -> 10.0 dB; 10.6 dB -> 13.0 dB; 9.7 dB -> 10.7 dB | Helped |
| Add a camera-side polarizer to the partial-occluder method | Partial-occluder NLOS · Projected-image NLOS with partial occluder | PSNR: 7.2 dB -> 11.7 dB | Helped |
| Apply TV denoising to the baseline reconstruction | Partial-occluder NLOS · Projected-image NLOS with partial occluder | PSNR: 7.2 dB -> 8.8 dB | Helped |
| Apply neural image enhancement to the baseline reconstruction | Partial-occluder NLOS · Projected-image NLOS with partial occluder | PSNR: 7.2 dB -> 8.4 dB | Helped |
| Use multiple camera positions instead of one (ablation) | Crossed-polarizer NLOS · Standalone simulated NLOS | condition number: 357.0 -> 327.9 | Helped |
| Use multiple camera positions instead of one (ablation) | Crossed-polarizer NLOS with partial occluder · Simulated NLOS with partial occluder | condition number: 146.1 -> 113.9 | Helped |
| Use a crossed polarizer rather than rotating the polarizer (ablation) | Polarized NLOS · Standalone simulated NLOS | condition number: 486.3 -> 357.0 | Helped |
Closest papers by meaning
- SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing (CVPR 2024 · similarity 0.83)
- Virtual Scanning: Unsupervised Non-line-of-sight Imaging from Irregularly Undersampled Transients (NeurIPS 2024 · similarity 0.82)
- Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts (CVPR 2024 · similarity 0.82)
- Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing (NeurIPS 2024 · similarity 0.81)
- PolarFree: Polarization-based Reflection-Free Imaging (CVPR 2025 · similarity 0.80)
- Event Ellipsometer: Event-based Mueller-Matrix Video Imaging (CVPR 2025 · similarity 0.79)
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