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Adaptive Noise Reduction of Scintigrams with a Wavelet Transform
The aim of this study was to eliminate the effect of Poisson noise in scintigrams with a wavelet thresholding method. We developed a new noise reduction method with a wavelet transform. The proposed method was a combination of the translation-invariant denoising method and our newly introduced denoi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3299303/ https://www.ncbi.nlm.nih.gov/pubmed/22481903 http://dx.doi.org/10.1155/2012/130482 |
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author | Ogawa, Koichi Sakata, Masahiko Li, Yu |
author_facet | Ogawa, Koichi Sakata, Masahiko Li, Yu |
author_sort | Ogawa, Koichi |
collection | PubMed |
description | The aim of this study was to eliminate the effect of Poisson noise in scintigrams with a wavelet thresholding method. We developed a new noise reduction method with a wavelet transform. The proposed method was a combination of the translation-invariant denoising method and our newly introduced denoising filter which was applicable for Poisson noise. To evaluate the validity of our proposed method, phantom images and scintigrams were used. The results with the phantom images showed that our method was better than conventional methods in terms of the peak signal-to-noise ratio by 3 dB. Quality of the scintigrams processed with our method was better than that with the conventional methods in terms of reducing Poisson noise while preserving edge components. The results demonstrated that the proposed method was effective for the reduction of Poisson noise in scintigrams. |
format | Online Article Text |
id | pubmed-3299303 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-32993032012-04-05 Adaptive Noise Reduction of Scintigrams with a Wavelet Transform Ogawa, Koichi Sakata, Masahiko Li, Yu Int J Biomed Imaging Research Article The aim of this study was to eliminate the effect of Poisson noise in scintigrams with a wavelet thresholding method. We developed a new noise reduction method with a wavelet transform. The proposed method was a combination of the translation-invariant denoising method and our newly introduced denoising filter which was applicable for Poisson noise. To evaluate the validity of our proposed method, phantom images and scintigrams were used. The results with the phantom images showed that our method was better than conventional methods in terms of the peak signal-to-noise ratio by 3 dB. Quality of the scintigrams processed with our method was better than that with the conventional methods in terms of reducing Poisson noise while preserving edge components. The results demonstrated that the proposed method was effective for the reduction of Poisson noise in scintigrams. Hindawi Publishing Corporation 2012 2012-02-28 /pmc/articles/PMC3299303/ /pubmed/22481903 http://dx.doi.org/10.1155/2012/130482 Text en Copyright © 2012 Koichi Ogawa et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ogawa, Koichi Sakata, Masahiko Li, Yu Adaptive Noise Reduction of Scintigrams with a Wavelet Transform |
title | Adaptive Noise Reduction of Scintigrams with a Wavelet Transform |
title_full | Adaptive Noise Reduction of Scintigrams with a Wavelet Transform |
title_fullStr | Adaptive Noise Reduction of Scintigrams with a Wavelet Transform |
title_full_unstemmed | Adaptive Noise Reduction of Scintigrams with a Wavelet Transform |
title_short | Adaptive Noise Reduction of Scintigrams with a Wavelet Transform |
title_sort | adaptive noise reduction of scintigrams with a wavelet transform |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3299303/ https://www.ncbi.nlm.nih.gov/pubmed/22481903 http://dx.doi.org/10.1155/2012/130482 |
work_keys_str_mv | AT ogawakoichi adaptivenoisereductionofscintigramswithawavelettransform AT sakatamasahiko adaptivenoisereductionofscintigramswithawavelettransform AT liyu adaptivenoisereductionofscintigramswithawavelettransform |