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Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems

Non-line-of-sight (NLOS) imaging recovers objects using diffusely reflected indirect light using transient illumination devices in combination with a computational inverse method. While capture systems capable of collecting light from the entire NLOS relay surface can be much more light efficient th...

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Detalles Bibliográficos
Autores principales: Liu, Xiaochun, Bauer, Sebastian, Velten, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7118131/
https://www.ncbi.nlm.nih.gov/pubmed/32242010
http://dx.doi.org/10.1038/s41467-020-15157-4
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author Liu, Xiaochun
Bauer, Sebastian
Velten, Andreas
author_facet Liu, Xiaochun
Bauer, Sebastian
Velten, Andreas
author_sort Liu, Xiaochun
collection PubMed
description Non-line-of-sight (NLOS) imaging recovers objects using diffusely reflected indirect light using transient illumination devices in combination with a computational inverse method. While capture systems capable of collecting light from the entire NLOS relay surface can be much more light efficient than single pixel point scanning detection, current reconstruction algorithms for such systems have computational and memory requirements that prevent real-time NLOS imaging. Existing real-time demonstrations also use retroreflective targets and reconstruct at resolutions far below the hardware limits. Our method presented here enables the reconstruction of room-sized scenes from non-confocal, parallel multi-pixel measurements in seconds with less memory usage. We anticipate that our method will enable real-time NLOS imaging when used with emerging single-photon avalanche diode array detectors with resolution only limited by the temporal resolution of the sensor.
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spelling pubmed-71181312020-04-06 Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems Liu, Xiaochun Bauer, Sebastian Velten, Andreas Nat Commun Article Non-line-of-sight (NLOS) imaging recovers objects using diffusely reflected indirect light using transient illumination devices in combination with a computational inverse method. While capture systems capable of collecting light from the entire NLOS relay surface can be much more light efficient than single pixel point scanning detection, current reconstruction algorithms for such systems have computational and memory requirements that prevent real-time NLOS imaging. Existing real-time demonstrations also use retroreflective targets and reconstruct at resolutions far below the hardware limits. Our method presented here enables the reconstruction of room-sized scenes from non-confocal, parallel multi-pixel measurements in seconds with less memory usage. We anticipate that our method will enable real-time NLOS imaging when used with emerging single-photon avalanche diode array detectors with resolution only limited by the temporal resolution of the sensor. Nature Publishing Group UK 2020-04-02 /pmc/articles/PMC7118131/ /pubmed/32242010 http://dx.doi.org/10.1038/s41467-020-15157-4 Text en © The Author(s) 2020 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Liu, Xiaochun
Bauer, Sebastian
Velten, Andreas
Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems
title Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems
title_full Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems
title_fullStr Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems
title_full_unstemmed Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems
title_short Phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems
title_sort phasor field diffraction based reconstruction for fast non-line-of-sight imaging systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7118131/
https://www.ncbi.nlm.nih.gov/pubmed/32242010
http://dx.doi.org/10.1038/s41467-020-15157-4
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