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Fundamental limits to depth imaging with single-photon detector array sensors
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 futu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814290/ https://www.ncbi.nlm.nih.gov/pubmed/36604441 http://dx.doi.org/10.1038/s41598-022-27012-1 |
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author | Scholes, Stirling Mora-Martín, Germán Zhu, Feng Gyongy, Istvan Soan, Phil Leach, Jonathan |
author_facet | Scholes, Stirling Mora-Martín, Germán Zhu, Feng Gyongy, Istvan Soan, Phil Leach, Jonathan |
author_sort | Scholes, Stirling |
collection | PubMed |
description | 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 generate in a wide range of scenarios. Given a particular optical system and a finite image acquisition time, what is the best-case depth resolution and what are realistic images generated by SPAD arrays? In this work, we establish a robust yet simple numerical procedure that rapidly establishes the fundamental limits to depth imaging with SPAD arrays under real world conditions. Our approach accurately generates realistic depth images in a wide range of scenarios, allowing the performance of an optical depth imaging system to be established without the need for costly and laborious field testing. This procedure has applications in object detection and tracking for autonomous systems and could be easily extended to systems for underwater imaging or for imaging around corners. |
format | Online Article Text |
id | pubmed-9814290 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98142902023-01-06 Fundamental limits to depth imaging with single-photon detector array sensors Scholes, Stirling Mora-Martín, Germán Zhu, Feng Gyongy, Istvan Soan, Phil Leach, Jonathan Sci Rep Article 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 generate in a wide range of scenarios. Given a particular optical system and a finite image acquisition time, what is the best-case depth resolution and what are realistic images generated by SPAD arrays? In this work, we establish a robust yet simple numerical procedure that rapidly establishes the fundamental limits to depth imaging with SPAD arrays under real world conditions. Our approach accurately generates realistic depth images in a wide range of scenarios, allowing the performance of an optical depth imaging system to be established without the need for costly and laborious field testing. This procedure has applications in object detection and tracking for autonomous systems and could be easily extended to systems for underwater imaging or for imaging around corners. Nature Publishing Group UK 2023-01-05 /pmc/articles/PMC9814290/ /pubmed/36604441 http://dx.doi.org/10.1038/s41598-022-27012-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Scholes, Stirling Mora-Martín, Germán Zhu, Feng Gyongy, Istvan Soan, Phil Leach, Jonathan Fundamental limits to depth imaging with single-photon detector array sensors |
title | Fundamental limits to depth imaging with single-photon detector array sensors |
title_full | Fundamental limits to depth imaging with single-photon detector array sensors |
title_fullStr | Fundamental limits to depth imaging with single-photon detector array sensors |
title_full_unstemmed | Fundamental limits to depth imaging with single-photon detector array sensors |
title_short | Fundamental limits to depth imaging with single-photon detector array sensors |
title_sort | fundamental limits to depth imaging with single-photon detector array sensors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814290/ https://www.ncbi.nlm.nih.gov/pubmed/36604441 http://dx.doi.org/10.1038/s41598-022-27012-1 |
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