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Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack

Three dimensional (3D) imaging technology has been widely used for many applications, such as human–computer interactions, making industrial measurements, and dealing with cultural relics. However, existing active methods often require both large apertures of projector and camera to maximize light t...

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Detalles Bibliográficos
Autores principales: Xiao, Yuhao, Wang, Guijin, Hu, Xiaowei, Shi, Chenbo, Meng, Long, Yang, Huazhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6891571/
https://www.ncbi.nlm.nih.gov/pubmed/31703264
http://dx.doi.org/10.3390/s19224845
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author Xiao, Yuhao
Wang, Guijin
Hu, Xiaowei
Shi, Chenbo
Meng, Long
Yang, Huazhong
author_facet Xiao, Yuhao
Wang, Guijin
Hu, Xiaowei
Shi, Chenbo
Meng, Long
Yang, Huazhong
author_sort Xiao, Yuhao
collection PubMed
description Three dimensional (3D) imaging technology has been widely used for many applications, such as human–computer interactions, making industrial measurements, and dealing with cultural relics. However, existing active methods often require both large apertures of projector and camera to maximize light throughput, resulting in a shallow working volume in which projector and camera are simultaneously in focus. In this paper, we propose a novel method to extend the working range of the structured light 3D imaging system based on the focal stack. Specifically in the case of large depth variation scenes, we first adopted the gray code method for local, 3D shape measurement with multiple focal distance settings. Then we extracted the texture map of each focus position into a focal stack to generate a global coarse depth map. Under the guidance of the global coarse depth map, the high-quality 3D shape measurement of the overall scene was obtained by local, 3D shape-measurement fusion. To validate the method, we developed a prototype system that can perform high-quality measurements in the depth range of 400 mm with a measurement error of 0.08%.
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spelling pubmed-68915712019-12-18 Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack Xiao, Yuhao Wang, Guijin Hu, Xiaowei Shi, Chenbo Meng, Long Yang, Huazhong Sensors (Basel) Article Three dimensional (3D) imaging technology has been widely used for many applications, such as human–computer interactions, making industrial measurements, and dealing with cultural relics. However, existing active methods often require both large apertures of projector and camera to maximize light throughput, resulting in a shallow working volume in which projector and camera are simultaneously in focus. In this paper, we propose a novel method to extend the working range of the structured light 3D imaging system based on the focal stack. Specifically in the case of large depth variation scenes, we first adopted the gray code method for local, 3D shape measurement with multiple focal distance settings. Then we extracted the texture map of each focus position into a focal stack to generate a global coarse depth map. Under the guidance of the global coarse depth map, the high-quality 3D shape measurement of the overall scene was obtained by local, 3D shape-measurement fusion. To validate the method, we developed a prototype system that can perform high-quality measurements in the depth range of 400 mm with a measurement error of 0.08%. MDPI 2019-11-07 /pmc/articles/PMC6891571/ /pubmed/31703264 http://dx.doi.org/10.3390/s19224845 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xiao, Yuhao
Wang, Guijin
Hu, Xiaowei
Shi, Chenbo
Meng, Long
Yang, Huazhong
Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack
title Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack
title_full Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack
title_fullStr Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack
title_full_unstemmed Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack
title_short Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack
title_sort guided, fusion-based, large depth-of-field 3d imaging using a focal stack
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6891571/
https://www.ncbi.nlm.nih.gov/pubmed/31703264
http://dx.doi.org/10.3390/s19224845
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