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Vari-Focal Light Field Camera for Extended Depth of Field
The light field camera provides a robust way to capture both spatial and angular information within a single shot. One of its important applications is in 3D depth sensing, which can extract depth information from the acquired scene. However, conventional light field cameras suffer from shallow dept...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706624/ https://www.ncbi.nlm.nih.gov/pubmed/34945303 http://dx.doi.org/10.3390/mi12121453 |
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author | Kim, Hyun Myung Kim, Min Seok Chang, Sehui Jeong, Jiseong Jeon, Hae-Gon Song, Young Min |
author_facet | Kim, Hyun Myung Kim, Min Seok Chang, Sehui Jeong, Jiseong Jeon, Hae-Gon Song, Young Min |
author_sort | Kim, Hyun Myung |
collection | PubMed |
description | The light field camera provides a robust way to capture both spatial and angular information within a single shot. One of its important applications is in 3D depth sensing, which can extract depth information from the acquired scene. However, conventional light field cameras suffer from shallow depth of field (DoF). Here, a vari-focal light field camera (VF-LFC) with an extended DoF is newly proposed for mid-range 3D depth sensing applications. As a main lens of the system, a vari-focal lens with four different focal lengths is adopted to extend the DoF up to ~15 m. The focal length of the micro-lens array (MLA) is optimized by considering the DoF both in the image plane and in the object plane for each focal length. By dividing measurement regions with each focal length, depth estimation with high reliability is available within the entire DoF. The proposed VF-LFC is evaluated by the disparity data extracted from images with different distances. Moreover, the depth measurement in an outdoor environment demonstrates that our VF-LFC could be applied in various fields such as delivery robots, autonomous vehicles, and remote sensing drones. |
format | Online Article Text |
id | pubmed-8706624 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87066242021-12-25 Vari-Focal Light Field Camera for Extended Depth of Field Kim, Hyun Myung Kim, Min Seok Chang, Sehui Jeong, Jiseong Jeon, Hae-Gon Song, Young Min Micromachines (Basel) Article The light field camera provides a robust way to capture both spatial and angular information within a single shot. One of its important applications is in 3D depth sensing, which can extract depth information from the acquired scene. However, conventional light field cameras suffer from shallow depth of field (DoF). Here, a vari-focal light field camera (VF-LFC) with an extended DoF is newly proposed for mid-range 3D depth sensing applications. As a main lens of the system, a vari-focal lens with four different focal lengths is adopted to extend the DoF up to ~15 m. The focal length of the micro-lens array (MLA) is optimized by considering the DoF both in the image plane and in the object plane for each focal length. By dividing measurement regions with each focal length, depth estimation with high reliability is available within the entire DoF. The proposed VF-LFC is evaluated by the disparity data extracted from images with different distances. Moreover, the depth measurement in an outdoor environment demonstrates that our VF-LFC could be applied in various fields such as delivery robots, autonomous vehicles, and remote sensing drones. MDPI 2021-11-26 /pmc/articles/PMC8706624/ /pubmed/34945303 http://dx.doi.org/10.3390/mi12121453 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kim, Hyun Myung Kim, Min Seok Chang, Sehui Jeong, Jiseong Jeon, Hae-Gon Song, Young Min Vari-Focal Light Field Camera for Extended Depth of Field |
title | Vari-Focal Light Field Camera for Extended Depth of Field |
title_full | Vari-Focal Light Field Camera for Extended Depth of Field |
title_fullStr | Vari-Focal Light Field Camera for Extended Depth of Field |
title_full_unstemmed | Vari-Focal Light Field Camera for Extended Depth of Field |
title_short | Vari-Focal Light Field Camera for Extended Depth of Field |
title_sort | vari-focal light field camera for extended depth of field |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706624/ https://www.ncbi.nlm.nih.gov/pubmed/34945303 http://dx.doi.org/10.3390/mi12121453 |
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