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Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation

Combining spectral imaging with compressive sensing (CS) enables efficient data acquisition by fully utilizing the intrinsic redundancies in natural images. Current compressive multispectral imagers, which are mostly based on array sensors (e.g, CCD or CMOS), suffer from limited spectral range and r...

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Detalles Bibliográficos
Autores principales: Li, Ziwei, Suo, Jinli, Hu, Xuemei, Deng, Chao, Fan, Jingtao, Dai, Qionghai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5269751/
https://www.ncbi.nlm.nih.gov/pubmed/28128300
http://dx.doi.org/10.1038/srep41435
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author Li, Ziwei
Suo, Jinli
Hu, Xuemei
Deng, Chao
Fan, Jingtao
Dai, Qionghai
author_facet Li, Ziwei
Suo, Jinli
Hu, Xuemei
Deng, Chao
Fan, Jingtao
Dai, Qionghai
author_sort Li, Ziwei
collection PubMed
description Combining spectral imaging with compressive sensing (CS) enables efficient data acquisition by fully utilizing the intrinsic redundancies in natural images. Current compressive multispectral imagers, which are mostly based on array sensors (e.g, CCD or CMOS), suffer from limited spectral range and relatively low photon efficiency. To address these issues, this paper reports a multispectral imaging scheme with a single-pixel detector. Inspired by the spatial resolution redundancy of current spatial light modulators (SLMs) relative to the target reconstruction, we design an all-optical spectral splitting device to spatially split the light emitted from the object into several counterparts with different spectrums. Separated spectral channels are spatially modulated simultaneously with individual codes by an SLM. This no-moving-part modulation ensures a stable and fast system, and the spatial multiplexing ensures an efficient acquisition. A proof-of-concept setup is built and validated for 8-channel multispectral imaging within 420~720 nm wavelength range on both macro and micro objects, showing a potential for efficient multispectral imager in macroscopic and biomedical applications.
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spelling pubmed-52697512017-02-01 Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation Li, Ziwei Suo, Jinli Hu, Xuemei Deng, Chao Fan, Jingtao Dai, Qionghai Sci Rep Article Combining spectral imaging with compressive sensing (CS) enables efficient data acquisition by fully utilizing the intrinsic redundancies in natural images. Current compressive multispectral imagers, which are mostly based on array sensors (e.g, CCD or CMOS), suffer from limited spectral range and relatively low photon efficiency. To address these issues, this paper reports a multispectral imaging scheme with a single-pixel detector. Inspired by the spatial resolution redundancy of current spatial light modulators (SLMs) relative to the target reconstruction, we design an all-optical spectral splitting device to spatially split the light emitted from the object into several counterparts with different spectrums. Separated spectral channels are spatially modulated simultaneously with individual codes by an SLM. This no-moving-part modulation ensures a stable and fast system, and the spatial multiplexing ensures an efficient acquisition. A proof-of-concept setup is built and validated for 8-channel multispectral imaging within 420~720 nm wavelength range on both macro and micro objects, showing a potential for efficient multispectral imager in macroscopic and biomedical applications. Nature Publishing Group 2017-01-27 /pmc/articles/PMC5269751/ /pubmed/28128300 http://dx.doi.org/10.1038/srep41435 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Li, Ziwei
Suo, Jinli
Hu, Xuemei
Deng, Chao
Fan, Jingtao
Dai, Qionghai
Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation
title Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation
title_full Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation
title_fullStr Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation
title_full_unstemmed Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation
title_short Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation
title_sort efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5269751/
https://www.ncbi.nlm.nih.gov/pubmed/28128300
http://dx.doi.org/10.1038/srep41435
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