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Towards 3D Vision with Low-Cost Single-Photon Cameras
March 27, 2024, 4:46 a.m. | Fangzhou Mu, Carter Sifferman, Sacha Jungerman, Yiquan Li, Mark Han, Michael Gleicher, Mohit Gupta, Yin Li
cs.CV updates on arXiv.org arxiv.org
Abstract: We present a method for reconstructing 3D shape of arbitrary Lambertian objects based on measurements by miniature, energy-efficient, low-cost single-photon cameras. These cameras, operating as time resolved image sensors, illuminate the scene with a very fast pulse of diffuse light and record the shape of that pulse as it returns back from the scene at a high temporal resolution. We propose to model this image formation process, account for its non-idealities, and adapt neural rendering …
abstract arxiv cameras cost cs.cv eess.iv energy image light low objects photon sensors type vision
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