2023
DOI: 10.1038/s41598-022-27012-1
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Fundamental limits to depth imaging with single-photon detector array sensors

Abstract: Single-Photon Avalanche Detector (SPAD) arrays are a rapidly emerging technology. These multi-pixel sensors have single-photon sensitivities and pico-second temporal resolutions thus they can rapidly generate depth images with millimeter precision. Such sensors are a key enabling technology for future autonomous systems as they provide guidance and situational awareness. However, to fully exploit the capabilities of SPAD array sensors, it is crucial to establish the quality of depth images they are able to gen… Show more

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Cited by 16 publications
(2 citation statements)
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“…1,2,3 Despite its enormous potential, single-photon LiDAR applications are prohibited by the sparsity of signal photons that are mixed with strong background noise and a very limited imaging frame rate. 4 In this paper, we introduce a novel approach to LiDAR data acquisition and reconstruction, employing a dynamic masking technique in conjunction with an inpainting transformer model.…”
Section: Introductionmentioning
confidence: 99%
“…1,2,3 Despite its enormous potential, single-photon LiDAR applications are prohibited by the sparsity of signal photons that are mixed with strong background noise and a very limited imaging frame rate. 4 In this paper, we introduce a novel approach to LiDAR data acquisition and reconstruction, employing a dynamic masking technique in conjunction with an inpainting transformer model.…”
Section: Introductionmentioning
confidence: 99%
“…Various methods have been proposed to address the issue of artificial smoke's impact on visualization systems, including Ligh Detection and Ranging (LiDAR) in combination with single-photon imaging systems 1,6,[11][12][13] . These approaches aim to enhance the quality of the image rendered through the cloud, making it possible to identify the target.…”
mentioning
confidence: 99%