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Study on Construction of a Medical X-Ray Direct Digital Radiography System and Hybrid Preprocessing Methods
Author(s) -
Yong Ren,
Sheng Li Wu,
Mijian Wang,
Zhongjie Cen
Publication year - 2014
Publication title -
computational and mathematical methods in medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.462
H-Index - 48
eISSN - 1748-6718
pISSN - 1748-670X
DOI - 10.1155/2014/495729
Subject(s) - adaptive histogram equalization , artificial intelligence , computer vision , contrast (vision) , histogram equalization , computer science , preprocessor , histogram , image (mathematics)
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.

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