Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1782501055101140992 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5269751 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liziwei efficientsinglepixelmultispectralimagingvianonmechanicalspatiospectralmodulation AT suojinli efficientsinglepixelmultispectralimagingvianonmechanicalspatiospectralmodulation AT huxuemei efficientsinglepixelmultispectralimagingvianonmechanicalspatiospectralmodulation AT dengchao efficientsinglepixelmultispectralimagingvianonmechanicalspatiospectralmodulation AT fanjingtao efficientsinglepixelmultispectralimagingvianonmechanicalspatiospectralmodulation AT daiqionghai efficientsinglepixelmultispectralimagingvianonmechanicalspatiospectralmodulation |