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Tracking objects outside the line of sight using 2D intensity images
The observation of objects located in inaccessible regions is a recurring challenge in a wide variety of important applications. Recent work has shown that using rare and expensive optical setups, indirect diffuse light reflections can be used to reconstruct objects and two-dimensional (2D) patterns...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5006175/ https://www.ncbi.nlm.nih.gov/pubmed/27577969 http://dx.doi.org/10.1038/srep32491 |
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author | Klein, Jonathan Peters, Christoph Martín, Jaime Laurenzis, Martin Hullin, Matthias B. |
author_facet | Klein, Jonathan Peters, Christoph Martín, Jaime Laurenzis, Martin Hullin, Matthias B. |
author_sort | Klein, Jonathan |
collection | PubMed |
description | The observation of objects located in inaccessible regions is a recurring challenge in a wide variety of important applications. Recent work has shown that using rare and expensive optical setups, indirect diffuse light reflections can be used to reconstruct objects and two-dimensional (2D) patterns around a corner. Here we show that occluded objects can be tracked in real time using much simpler means, namely a standard 2D camera and a laser pointer. Our method fundamentally differs from previous solutions by approaching the problem in an analysis-by-synthesis sense. By repeatedly simulating light transport through the scene, we determine the set of object parameters that most closely fits the measured intensity distribution. We experimentally demonstrate that this approach is capable of following the translation of unknown objects, and translation and orientation of a known object, in real time. |
format | Online Article Text |
id | pubmed-5006175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-50061752016-09-07 Tracking objects outside the line of sight using 2D intensity images Klein, Jonathan Peters, Christoph Martín, Jaime Laurenzis, Martin Hullin, Matthias B. Sci Rep Article The observation of objects located in inaccessible regions is a recurring challenge in a wide variety of important applications. Recent work has shown that using rare and expensive optical setups, indirect diffuse light reflections can be used to reconstruct objects and two-dimensional (2D) patterns around a corner. Here we show that occluded objects can be tracked in real time using much simpler means, namely a standard 2D camera and a laser pointer. Our method fundamentally differs from previous solutions by approaching the problem in an analysis-by-synthesis sense. By repeatedly simulating light transport through the scene, we determine the set of object parameters that most closely fits the measured intensity distribution. We experimentally demonstrate that this approach is capable of following the translation of unknown objects, and translation and orientation of a known object, in real time. Nature Publishing Group 2016-08-31 /pmc/articles/PMC5006175/ /pubmed/27577969 http://dx.doi.org/10.1038/srep32491 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Klein, Jonathan Peters, Christoph Martín, Jaime Laurenzis, Martin Hullin, Matthias B. Tracking objects outside the line of sight using 2D intensity images |
title | Tracking objects outside the line of sight using 2D intensity images |
title_full | Tracking objects outside the line of sight using 2D intensity images |
title_fullStr | Tracking objects outside the line of sight using 2D intensity images |
title_full_unstemmed | Tracking objects outside the line of sight using 2D intensity images |
title_short | Tracking objects outside the line of sight using 2D intensity images |
title_sort | tracking objects outside the line of sight using 2d intensity images |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5006175/ https://www.ncbi.nlm.nih.gov/pubmed/27577969 http://dx.doi.org/10.1038/srep32491 |
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