Advances in Mask-Modulated Lensless Imaging

Lensless imaging allows for designing imaging systems that are free from the constraints of traditional imaging architectures. As a broadly investigated technique, mask-modulated lensless imaging encodes light signals via a mask plate integrated with the image sensor, which is more compacted, with s...

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Main Authors: Yangyundou Wang, Zhengjie Duan
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/13/3/617
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author Yangyundou Wang
Zhengjie Duan
author_facet Yangyundou Wang
Zhengjie Duan
author_sort Yangyundou Wang
collection DOAJ
description Lensless imaging allows for designing imaging systems that are free from the constraints of traditional imaging architectures. As a broadly investigated technique, mask-modulated lensless imaging encodes light signals via a mask plate integrated with the image sensor, which is more compacted, with scalability and compressive imaging abilities. Here, we review the latest advancements in mask-modulated lensless imaging, lensless image reconstruction algorithms, related techniques, and future directions and applications.
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spelling doaj.art-cbc5a46555174f90bd82a167822008ef2024-02-09T15:10:50ZengMDPI AGElectronics2079-92922024-02-0113361710.3390/electronics13030617Advances in Mask-Modulated Lensless ImagingYangyundou Wang0Zhengjie Duan1Hangzhou Institute of Technology, Xidian University, Hangzhou 311231, ChinaHangzhou Institute of Technology, Xidian University, Hangzhou 311231, ChinaLensless imaging allows for designing imaging systems that are free from the constraints of traditional imaging architectures. As a broadly investigated technique, mask-modulated lensless imaging encodes light signals via a mask plate integrated with the image sensor, which is more compacted, with scalability and compressive imaging abilities. Here, we review the latest advancements in mask-modulated lensless imaging, lensless image reconstruction algorithms, related techniques, and future directions and applications.https://www.mdpi.com/2079-9292/13/3/617mask-modulated lensless imagingthree-dimensional image reconstructionsdeep learningdeep opticssingle-pixel imagingmicroscopy
spellingShingle Yangyundou Wang
Zhengjie Duan
Advances in Mask-Modulated Lensless Imaging
Electronics
mask-modulated lensless imaging
three-dimensional image reconstructions
deep learning
deep optics
single-pixel imaging
microscopy
title Advances in Mask-Modulated Lensless Imaging
title_full Advances in Mask-Modulated Lensless Imaging
title_fullStr Advances in Mask-Modulated Lensless Imaging
title_full_unstemmed Advances in Mask-Modulated Lensless Imaging
title_short Advances in Mask-Modulated Lensless Imaging
title_sort advances in mask modulated lensless imaging
topic mask-modulated lensless imaging
three-dimensional image reconstructions
deep learning
deep optics
single-pixel imaging
microscopy
url https://www.mdpi.com/2079-9292/13/3/617
work_keys_str_mv AT yangyundouwang advancesinmaskmodulatedlenslessimaging
AT zhengjieduan advancesinmaskmodulatedlenslessimaging