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医学X射线直接数字摄影系统构建及混合预处理方法研究

Study on construction of a medical x-ray direct digital radiography system and hybrid preprocessing methods.

作者信息

Ren Yong, Wu Sheng, Wang Mijian, Cen Zhongjie

机构信息

College of Communication Engineering, Chongqing University, Chongqing 400044, China.

出版信息

Comput Math Methods Med. 2014;2014:495729. doi: 10.1155/2014/495729. Epub 2014 Jun 11.

Abstract

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.

摘要

我们构建了一种基于电荷耦合器件(CCD)相机的医用X射线直接数字放射成像(DDR)系统。对于X射线曝光采集的原始图像,计算机首先执行图像平场校正和图像伽马校正,然后进行图像对比度增强。提出了一种基于锐化频率定位-轮廓波变换(SFL-CT)和对比度受限自适应直方图均衡化(CLAHE)的混合图像对比度增强算法,并通过临床DDR图像进行了验证。实验结果表明,对于医用X射线DDR图像,所提出的综合预处理算法不仅可以大大增强对比度和细节信息,还能提高DDR系统的分辨率能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52b5/4074983/0e11dd1c3304/CMMM2014-495729.001.jpg

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