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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...

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Autores principales: Kim, Hyun Myung, Kim, Min Seok, Chang, Sehui, Jeong, Jiseong, Jeon, Hae-Gon, Song, Young Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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