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Quasi noise-free digital holography
One of the main drawbacks of Digital Holography (DH) is the coherent nature of the light source, which severely corrupts the quality of holographic reconstructions. Although numerous techniques to reduce noise in DH have provided good results, holographic noise suppression remains a challenging task...
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/PMC6059929/ https://www.ncbi.nlm.nih.gov/pubmed/30167185 http://dx.doi.org/10.1038/lsa.2016.142 |
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author | Bianco, Vittorio Memmolo, Pasquale Paturzo, Melania Finizio, Andrea Javidi, Bahram Ferraro, Pietro |
author_facet | Bianco, Vittorio Memmolo, Pasquale Paturzo, Melania Finizio, Andrea Javidi, Bahram Ferraro, Pietro |
author_sort | Bianco, Vittorio |
collection | PubMed |
description | One of the main drawbacks of Digital Holography (DH) is the coherent nature of the light source, which severely corrupts the quality of holographic reconstructions. Although numerous techniques to reduce noise in DH have provided good results, holographic noise suppression remains a challenging task. We propose a novel framework that combines the concepts of encoding multiple uncorrelated digital holograms, block grouping and collaborative filtering to achieve quasi noise-free DH reconstructions. The optimized joint action of these different image-denoising methods permits the removal of up to 98% of the noise while preserving the image contrast. The resulting quality of the hologram reconstructions is comparable to the quality achievable with non-coherent techniques and far beyond the current state of art in DH. Experimental validation is provided for both single-wavelength and multi-wavelength DH, and a comparison with the most used holographic denoising methods is performed. |
format | Online Article Text |
id | pubmed-6059929 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-60599292018-08-30 Quasi noise-free digital holography Bianco, Vittorio Memmolo, Pasquale Paturzo, Melania Finizio, Andrea Javidi, Bahram Ferraro, Pietro Light Sci Appl Original Article One of the main drawbacks of Digital Holography (DH) is the coherent nature of the light source, which severely corrupts the quality of holographic reconstructions. Although numerous techniques to reduce noise in DH have provided good results, holographic noise suppression remains a challenging task. We propose a novel framework that combines the concepts of encoding multiple uncorrelated digital holograms, block grouping and collaborative filtering to achieve quasi noise-free DH reconstructions. The optimized joint action of these different image-denoising methods permits the removal of up to 98% of the noise while preserving the image contrast. The resulting quality of the hologram reconstructions is comparable to the quality achievable with non-coherent techniques and far beyond the current state of art in DH. Experimental validation is provided for both single-wavelength and multi-wavelength DH, and a comparison with the most used holographic denoising methods is performed. Nature Publishing Group 2016-09-09 /pmc/articles/PMC6059929/ /pubmed/30167185 http://dx.doi.org/10.1038/lsa.2016.142 Text en Copyright © 2016 CIOMP. http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 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-nc-nd/4.0/ |
spellingShingle | Original Article Bianco, Vittorio Memmolo, Pasquale Paturzo, Melania Finizio, Andrea Javidi, Bahram Ferraro, Pietro Quasi noise-free digital holography |
title | Quasi noise-free digital holography |
title_full | Quasi noise-free digital holography |
title_fullStr | Quasi noise-free digital holography |
title_full_unstemmed | Quasi noise-free digital holography |
title_short | Quasi noise-free digital holography |
title_sort | quasi noise-free digital holography |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6059929/ https://www.ncbi.nlm.nih.gov/pubmed/30167185 http://dx.doi.org/10.1038/lsa.2016.142 |
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