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Polarized Non-Line-of-Sight Imaging

CVPR 2020 · Learning theory and algorithms › Matrix and tensor methods · approach: Signal recovery and phase retrieval · 46 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Add a camera-side polarizer to standalone passive NLOSPolarized NLOS · Projected-image NLOS, no occluderPSNR: 6.7 dB -> 7.3 dBHelped
Add a camera-side polarizer to standalone passive NLOSPolarized NLOS · Projected-image NLOS, no occludercondition number: 2961 -> 2012Helped
Add a camera-side polarizer to the partial-occluder methodPartial-occluder NLOS · Reflective-object NLOS with partial occluderPSNR: 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 dBHelped
Add a camera-side polarizer to the partial-occluder methodPartial-occluder NLOS · Projected-image NLOS with partial occluderPSNR: 7.2 dB -> 11.7 dBHelped
Apply TV denoising to the baseline reconstructionPartial-occluder NLOS · Projected-image NLOS with partial occluderPSNR: 7.2 dB -> 8.8 dBHelped
Apply neural image enhancement to the baseline reconstructionPartial-occluder NLOS · Projected-image NLOS with partial occluderPSNR: 7.2 dB -> 8.4 dBHelped
Use multiple camera positions instead of one (ablation)Crossed-polarizer NLOS · Standalone simulated NLOScondition number: 357.0 -> 327.9Helped
Use multiple camera positions instead of one (ablation)Crossed-polarizer NLOS with partial occluder · Simulated NLOS with partial occludercondition number: 146.1 -> 113.9Helped
Use a crossed polarizer rather than rotating the polarizer (ablation)Polarized NLOS · Standalone simulated NLOScondition number: 486.3 -> 357.0Helped

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