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Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts

Compression of digital holograms allows one to store, transmit, and reconstruct large sets of holographic data. There are many digital image compression methods, and usually wavelets are used for this task. However, many significant specialties exist for compression of digital holograms. As a result...

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Detalles Bibliográficos
Autores principales: Cheremkhin, P. A., Kurbatova, E. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6525238/
https://www.ncbi.nlm.nih.gov/pubmed/31101883
http://dx.doi.org/10.1038/s41598-019-44119-0
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author Cheremkhin, P. A.
Kurbatova, E. A.
author_facet Cheremkhin, P. A.
Kurbatova, E. A.
author_sort Cheremkhin, P. A.
collection PubMed
description Compression of digital holograms allows one to store, transmit, and reconstruct large sets of holographic data. There are many digital image compression methods, and usually wavelets are used for this task. However, many significant specialties exist for compression of digital holograms. As a result, it is preferential to use a set of methods that includes filtering, scalar and vector quantization, wavelet processing, etc. These methods in conjunction allow one to achieve an acceptable quality of reconstructed images and significant compression ratios. In this paper, wavelet compression of amplitude/phase and real/imaginary parts of the Fourier spectrum of filtered off-axis digital holograms is compared. The combination of frequency filtering, compression of the obtained spectral components, and extra compression of the wavelet decomposition coefficients by threshold processing and quantization is analyzed. Computer-generated and experimentally recorded digital holograms are compressed. The quality of the obtained reconstructed images is estimated. The results demonstrate the possibility of compression ratios of 380 using real/imaginary parts. Amplitude/phase compression allows ratios that are a factor of 2–4 lower for obtaining similar quality of reconstructed objects.
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spelling pubmed-65252382019-05-29 Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts Cheremkhin, P. A. Kurbatova, E. A. Sci Rep Article Compression of digital holograms allows one to store, transmit, and reconstruct large sets of holographic data. There are many digital image compression methods, and usually wavelets are used for this task. However, many significant specialties exist for compression of digital holograms. As a result, it is preferential to use a set of methods that includes filtering, scalar and vector quantization, wavelet processing, etc. These methods in conjunction allow one to achieve an acceptable quality of reconstructed images and significant compression ratios. In this paper, wavelet compression of amplitude/phase and real/imaginary parts of the Fourier spectrum of filtered off-axis digital holograms is compared. The combination of frequency filtering, compression of the obtained spectral components, and extra compression of the wavelet decomposition coefficients by threshold processing and quantization is analyzed. Computer-generated and experimentally recorded digital holograms are compressed. The quality of the obtained reconstructed images is estimated. The results demonstrate the possibility of compression ratios of 380 using real/imaginary parts. Amplitude/phase compression allows ratios that are a factor of 2–4 lower for obtaining similar quality of reconstructed objects. Nature Publishing Group UK 2019-05-17 /pmc/articles/PMC6525238/ /pubmed/31101883 http://dx.doi.org/10.1038/s41598-019-44119-0 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Cheremkhin, P. A.
Kurbatova, E. A.
Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts
title Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts
title_full Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts
title_fullStr Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts
title_full_unstemmed Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts
title_short Wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts
title_sort wavelet compression of off-axis digital holograms using real/imaginary and amplitude/phase parts
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6525238/
https://www.ncbi.nlm.nih.gov/pubmed/31101883
http://dx.doi.org/10.1038/s41598-019-44119-0
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