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Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering

BACKGROUND: To obtain phase-contrast X-ray images, single-grid imaging systems are effective, but Moire artifacts remain a significant issue. The solution for removing Moire artifacts from an image is grid rotation, which can distinguish between these artifacts and sample information within the Four...

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Autores principales: Yang, Jae-Suk, Jeon, Sun-Young, Choi, Jang-Hwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9793636/
https://www.ncbi.nlm.nih.gov/pubmed/36575491
http://dx.doi.org/10.1186/s12938-022-01061-z
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author Yang, Jae-Suk
Jeon, Sun-Young
Choi, Jang-Hwan
author_facet Yang, Jae-Suk
Jeon, Sun-Young
Choi, Jang-Hwan
author_sort Yang, Jae-Suk
collection PubMed
description BACKGROUND: To obtain phase-contrast X-ray images, single-grid imaging systems are effective, but Moire artifacts remain a significant issue. The solution for removing Moire artifacts from an image is grid rotation, which can distinguish between these artifacts and sample information within the Fourier space. However, the mechanical movement of grid rotation is slower than the real-time change in Moire artifacts. Thus, Moire artifacts generated during real-time imaging cannot be removed using grid rotation. To overcome this problem, we propose an effective method to obtain phase-contrast X-ray images using instantaneous frequency and noise filtering. RESULT: The proposed phase-contrast X-ray image using instantaneous frequency and noise filtering effectively suppressed noise with Moire patterns. The proposed method also preserved the clear edge of the inner and outer boundaries and internal anatomical information from the biological sample, outperforming conventional Fourier analysis-based methods, including absorption, scattering, and phase-contrast X-ray images. In particular, when comparing the phase information for the proposed method with the x-axis gradient image from the absorption image, the proposed method correctly distinguished two different types of soft tissue and the detailed information, while the latter method did not. CONCLUSION: This study successfully achieved a significant improvement in image quality for phase-contrast X-ray images using instantaneous frequency and noise filtering. This study can provide a foundation for real-time bio-imaging research using three-dimensional computed tomography.
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spelling pubmed-97936362022-12-28 Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering Yang, Jae-Suk Jeon, Sun-Young Choi, Jang-Hwan Biomed Eng Online Research BACKGROUND: To obtain phase-contrast X-ray images, single-grid imaging systems are effective, but Moire artifacts remain a significant issue. The solution for removing Moire artifacts from an image is grid rotation, which can distinguish between these artifacts and sample information within the Fourier space. However, the mechanical movement of grid rotation is slower than the real-time change in Moire artifacts. Thus, Moire artifacts generated during real-time imaging cannot be removed using grid rotation. To overcome this problem, we propose an effective method to obtain phase-contrast X-ray images using instantaneous frequency and noise filtering. RESULT: The proposed phase-contrast X-ray image using instantaneous frequency and noise filtering effectively suppressed noise with Moire patterns. The proposed method also preserved the clear edge of the inner and outer boundaries and internal anatomical information from the biological sample, outperforming conventional Fourier analysis-based methods, including absorption, scattering, and phase-contrast X-ray images. In particular, when comparing the phase information for the proposed method with the x-axis gradient image from the absorption image, the proposed method correctly distinguished two different types of soft tissue and the detailed information, while the latter method did not. CONCLUSION: This study successfully achieved a significant improvement in image quality for phase-contrast X-ray images using instantaneous frequency and noise filtering. This study can provide a foundation for real-time bio-imaging research using three-dimensional computed tomography. BioMed Central 2022-12-27 /pmc/articles/PMC9793636/ /pubmed/36575491 http://dx.doi.org/10.1186/s12938-022-01061-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Yang, Jae-Suk
Jeon, Sun-Young
Choi, Jang-Hwan
Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering
title Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering
title_full Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering
title_fullStr Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering
title_full_unstemmed Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering
title_short Acquisition of a single grid-based phase-contrast X-ray image using instantaneous frequency and noise filtering
title_sort acquisition of a single grid-based phase-contrast x-ray image using instantaneous frequency and noise filtering
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9793636/
https://www.ncbi.nlm.nih.gov/pubmed/36575491
http://dx.doi.org/10.1186/s12938-022-01061-z
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