Single-Photon Structured Light
Varun Sundar, Sizhuo Ma, Aswin C. Sankaranarayanan, Mohit Gupta
摘要
We present a novel structured light technique that uses Single Photon Avalanche Diode (SPAD) arrays to enable 3D scanning at high-frame rates and low-light levels. This technique, called “Single-Photon Structured Light”, works by sensing binary images that indicates the presence or absence of photon arrivals during each exposure; the SPAD array is used in conjunction with a high-speed binary projector, with both devices operated at speeds as high as 20 kHz. The binary images that we acquire are heavily influenced by photon noise and are easily corrupted by ambient sources of light. To address this, we develop novel temporal sequences using error correction codes that are designed to be robust to short-range effects like projector and camera defocus as well as resolution mismatch between the two devices. Our lab prototype is capable of 3D imaging in challenging scenarios involving objects with extremely low albedo or undergoing fast motion, as well as scenes under strong ambient illumination.
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引用它的顶会 Paper5
- Eulerian Single-Photon VisionShantanu Gupta, Mohit GuptaICCV 2023 · 被引用 6 次
- Generative Quanta Color ImagingVishal Purohit, Junjie Luo, Yiheng Chi, Qi Guo 等CVPR 2024 · 被引用 1 次
- Differentiable Adaptive 4D Structured Illumination for Joint Capture of Shape and ReflectanceHuakeng Ding, Yaowen Chen, Kun Zhou, Hongzhi WuCVPR 2026
- Megahertz Light Steering Without Moving PartsAdithya Pediredla, Srinivasa G. Narasimhan, Maysamreza Chamanzar, Ioannis GkioulekasCVPR 2023
- SPIDeRS: Structured Polarization for Invisible Depth and Reflectance SensingTomoki Ichikawa, Shohei Nobuhara, Ko NishinoCVPR 2024
它引用的顶会 Paper3
- Quanta burst photographySizhuo Ma, Shantanu Gupta, Arin C. Ulku, Claudio Bruschini 等SIGGRAPH 2020 · 被引用 76 次
- Passive Inter-Photon ImagingAtul Ingle, Trevor Seets, Mauro Buttafava, Shantanu Gupta 等CVPR 2021
- Auto-Tuning Structured Light by Optical Stochastic Gradient DescentWenzheng Chen, Parsa Mirdehghan, Sanja Fidler, Kiriakos N. KutulakosCVPR 2020
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