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High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope

BACKGROUND: Imaging and tracking are crucial for microrobots which navigate through complex 3D environments. Fluorescent imaging (FI) by microscope offers a high-resolution and high-sensitive imaging method to study the property of microrobots. However, conventional microscope suffers from shallow d...

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Autores principales: Lv, Jiahang, Hu, Yao, Zhao, Hongyu, Ye, Min, Ding, Ning, Zhong, Jingshan, Wang, Xiaopu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10006150/
https://www.ncbi.nlm.nih.gov/pubmed/36915357
http://dx.doi.org/10.21037/qims-22-430
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author Lv, Jiahang
Hu, Yao
Zhao, Hongyu
Ye, Min
Ding, Ning
Zhong, Jingshan
Wang, Xiaopu
author_facet Lv, Jiahang
Hu, Yao
Zhao, Hongyu
Ye, Min
Ding, Ning
Zhong, Jingshan
Wang, Xiaopu
author_sort Lv, Jiahang
collection PubMed
description BACKGROUND: Imaging and tracking are crucial for microrobots which navigate through complex 3D environments. Fluorescent imaging (FI) by microscope offers a high-resolution and high-sensitive imaging method to study the property of microrobots. However, conventional microscope suffers from shallow depth of field (DOF) and lacks 3D imaging capability. METHODS: We proposed a high-resolution and high-speed 3D tracking method for microrobots based on a fluorescent light field microscope (FLFM). We designed the FLFM system according to the size of a representative helical microrobot (150 μm body length, 50 μm screw diameter), and studied the system’s performance. We also proposed a 3D tracking algorithm for microrobots using digital refocusing. RESULTS: We validated the method by simulations and built an FLFM system to perform the tracking experiments of microrobots with representative size. Our 3D tracking method achieves a 30 fps data acquisition rate, 10 μm lateral resolution and approximately 40 μm axial resolution over a volume of 1,200×1,200×326 μm(3). Results indicate that the accuracy of the method can reach about 9 μm. CONCLUSIONS: Compared with the FI by a conventional microscope, the FLFM-based method gains wider DOF and 3D imaging capability with a single-shot image. The tracking method succeeds in providing the trajectory of the microrobot with a good lateral resolution.
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spelling pubmed-100061502023-03-12 High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope Lv, Jiahang Hu, Yao Zhao, Hongyu Ye, Min Ding, Ning Zhong, Jingshan Wang, Xiaopu Quant Imaging Med Surg Original Article BACKGROUND: Imaging and tracking are crucial for microrobots which navigate through complex 3D environments. Fluorescent imaging (FI) by microscope offers a high-resolution and high-sensitive imaging method to study the property of microrobots. However, conventional microscope suffers from shallow depth of field (DOF) and lacks 3D imaging capability. METHODS: We proposed a high-resolution and high-speed 3D tracking method for microrobots based on a fluorescent light field microscope (FLFM). We designed the FLFM system according to the size of a representative helical microrobot (150 μm body length, 50 μm screw diameter), and studied the system’s performance. We also proposed a 3D tracking algorithm for microrobots using digital refocusing. RESULTS: We validated the method by simulations and built an FLFM system to perform the tracking experiments of microrobots with representative size. Our 3D tracking method achieves a 30 fps data acquisition rate, 10 μm lateral resolution and approximately 40 μm axial resolution over a volume of 1,200×1,200×326 μm(3). Results indicate that the accuracy of the method can reach about 9 μm. CONCLUSIONS: Compared with the FI by a conventional microscope, the FLFM-based method gains wider DOF and 3D imaging capability with a single-shot image. The tracking method succeeds in providing the trajectory of the microrobot with a good lateral resolution. AME Publishing Company 2022-10-25 2023-03-01 /pmc/articles/PMC10006150/ /pubmed/36915357 http://dx.doi.org/10.21037/qims-22-430 Text en 2023 Quantitative Imaging in Medicine and Surgery. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Lv, Jiahang
Hu, Yao
Zhao, Hongyu
Ye, Min
Ding, Ning
Zhong, Jingshan
Wang, Xiaopu
High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope
title High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope
title_full High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope
title_fullStr High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope
title_full_unstemmed High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope
title_short High-resolution and high-speed 3D tracking of microrobots using a fluorescent light field microscope
title_sort high-resolution and high-speed 3d tracking of microrobots using a fluorescent light field microscope
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10006150/
https://www.ncbi.nlm.nih.gov/pubmed/36915357
http://dx.doi.org/10.21037/qims-22-430
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