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Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction
Lens-free holographic microscopy can achieve wide-field imaging in a cost-effective and field-portable setup, making it a promising technique for point-of-care and telepathology applications. However, due to relatively narrow-band sources used in holographic microscopy, conventional colorization met...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4901265/ https://www.ncbi.nlm.nih.gov/pubmed/27283459 http://dx.doi.org/10.1038/srep27811 |
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author | Zhang, Yibo Wu, Yichen Zhang, Yun Ozcan, Aydogan |
author_facet | Zhang, Yibo Wu, Yichen Zhang, Yun Ozcan, Aydogan |
author_sort | Zhang, Yibo |
collection | PubMed |
description | Lens-free holographic microscopy can achieve wide-field imaging in a cost-effective and field-portable setup, making it a promising technique for point-of-care and telepathology applications. However, due to relatively narrow-band sources used in holographic microscopy, conventional colorization methods that use images reconstructed at discrete wavelengths, corresponding to e.g., red (R), green (G) and blue (B) channels, are subject to color artifacts. Furthermore, these existing RGB colorization methods do not match the chromatic perception of human vision. Here we present a high-color-fidelity and high-resolution imaging method, termed “digital color fusion microscopy” (DCFM), which fuses a holographic image acquired at a single wavelength with a color-calibrated image taken by a low-magnification lens-based microscope using a wavelet transform-based colorization method. We demonstrate accurate color reproduction of DCFM by imaging stained tissue sections. In particular we show that a lens-free holographic microscope in combination with a cost-effective mobile-phone-based microscope can generate color images of specimens, performing very close to a high numerical-aperture (NA) benchtop microscope that is corrected for color distortions and chromatic aberrations, also matching the chromatic response of human vision. This method can be useful for wide-field imaging needs in telepathology applications and in resource-limited settings, where whole-slide scanning microscopy systems are not available. |
format | Online Article Text |
id | pubmed-4901265 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-49012652016-06-13 Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction Zhang, Yibo Wu, Yichen Zhang, Yun Ozcan, Aydogan Sci Rep Article Lens-free holographic microscopy can achieve wide-field imaging in a cost-effective and field-portable setup, making it a promising technique for point-of-care and telepathology applications. However, due to relatively narrow-band sources used in holographic microscopy, conventional colorization methods that use images reconstructed at discrete wavelengths, corresponding to e.g., red (R), green (G) and blue (B) channels, are subject to color artifacts. Furthermore, these existing RGB colorization methods do not match the chromatic perception of human vision. Here we present a high-color-fidelity and high-resolution imaging method, termed “digital color fusion microscopy” (DCFM), which fuses a holographic image acquired at a single wavelength with a color-calibrated image taken by a low-magnification lens-based microscope using a wavelet transform-based colorization method. We demonstrate accurate color reproduction of DCFM by imaging stained tissue sections. In particular we show that a lens-free holographic microscope in combination with a cost-effective mobile-phone-based microscope can generate color images of specimens, performing very close to a high numerical-aperture (NA) benchtop microscope that is corrected for color distortions and chromatic aberrations, also matching the chromatic response of human vision. This method can be useful for wide-field imaging needs in telepathology applications and in resource-limited settings, where whole-slide scanning microscopy systems are not available. Nature Publishing Group 2016-06-10 /pmc/articles/PMC4901265/ /pubmed/27283459 http://dx.doi.org/10.1038/srep27811 Text en Copyright © 2016, Macmillan Publishers Limited 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 Zhang, Yibo Wu, Yichen Zhang, Yun Ozcan, Aydogan Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction |
title | Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction |
title_full | Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction |
title_fullStr | Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction |
title_full_unstemmed | Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction |
title_short | Color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction |
title_sort | color calibration and fusion of lens-free and mobile-phone microscopy images for high-resolution and accurate color reproduction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4901265/ https://www.ncbi.nlm.nih.gov/pubmed/27283459 http://dx.doi.org/10.1038/srep27811 |
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