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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...

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Detalles Bibliográficos
Autores principales: Zhang, Yibo, Wu, Yichen, Zhang, Yun, Ozcan, Aydogan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
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.
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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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AT zhangyun colorcalibrationandfusionoflensfreeandmobilephonemicroscopyimagesforhighresolutionandaccuratecolorreproduction
AT ozcanaydogan colorcalibrationandfusionoflensfreeandmobilephonemicroscopyimagesforhighresolutionandaccuratecolorreproduction