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Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods
We construct a medical X-ray direct digital radiography (DDR) system based on a CCD (charge-coupled devices) camera. For the original images captured from X-ray exposure, computer first executes image flat-field correction and image gamma correction, and then carries out image contrast enhancement....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4074983/ https://www.ncbi.nlm.nih.gov/pubmed/25013452 http://dx.doi.org/10.1155/2014/495729 |
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author | Ren, Yong Wu, Sheng Wang, Mijian Cen, Zhongjie |
author_facet | Ren, Yong Wu, Sheng Wang, Mijian Cen, Zhongjie |
author_sort | Ren, Yong |
collection | PubMed |
description | We construct a medical X-ray direct digital radiography (DDR) system based on a CCD (charge-coupled devices) camera. For the original images captured from X-ray exposure, computer first executes image flat-field correction and image gamma correction, and then carries out image contrast enhancement. A hybrid image contrast enhancement algorithm which is based on sharp frequency localization-contourlet transform (SFL-CT) and contrast limited adaptive histogram equalization (CLAHE), is proposed and verified by the clinical DDR images. Experimental results show that, for the medical X-ray DDR images, the proposed comprehensive preprocessing algorithm can not only greatly enhance the contrast and detail information, but also improve the resolution capability of DDR system. |
format | Online Article Text |
id | pubmed-4074983 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-40749832014-07-10 Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods Ren, Yong Wu, Sheng Wang, Mijian Cen, Zhongjie Comput Math Methods Med Research Article We construct a medical X-ray direct digital radiography (DDR) system based on a CCD (charge-coupled devices) camera. For the original images captured from X-ray exposure, computer first executes image flat-field correction and image gamma correction, and then carries out image contrast enhancement. A hybrid image contrast enhancement algorithm which is based on sharp frequency localization-contourlet transform (SFL-CT) and contrast limited adaptive histogram equalization (CLAHE), is proposed and verified by the clinical DDR images. Experimental results show that, for the medical X-ray DDR images, the proposed comprehensive preprocessing algorithm can not only greatly enhance the contrast and detail information, but also improve the resolution capability of DDR system. Hindawi Publishing Corporation 2014 2014-06-11 /pmc/articles/PMC4074983/ /pubmed/25013452 http://dx.doi.org/10.1155/2014/495729 Text en Copyright © 2014 Yong Ren 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 Ren, Yong Wu, Sheng Wang, Mijian Cen, Zhongjie Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods |
title | Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods |
title_full | Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods |
title_fullStr | Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods |
title_full_unstemmed | Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods |
title_short | Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods |
title_sort | study on construction of a medical x-ray direct digital radiography system and hybrid preprocessing methods |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4074983/ https://www.ncbi.nlm.nih.gov/pubmed/25013452 http://dx.doi.org/10.1155/2014/495729 |
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