The Application of Enhanced Technology of Radiographic Image Based on Retinex
摘 要
为了改善X射线成像对比度低、背景噪声明显、被测工件细节不易显示等缺点, 应用改进的Retinex可变框架模型增强算法, 对X射线图像进行图像增强, 提高了原图像的对比度和像质, 达到了细节区域的最佳视觉效果。理论分析和试验结果表明, 该算法与同态滤波、直方图均衡化等算法相比, 有效地增强了对比度、抑制了背景噪声, 图像所达到的指标比前两种算法要高。
Abstract
In order to overcome the shortcomings of X-ray imaging such as low contrast, background noise obviously, the lack of the workpiece details, the present studies aimed to apply the enhanced improved Retinex algorithm to deal with the radiographic images, and to improve the contrast and the quality of the original images, and hence the best visual effects of the minutia area were achieved. The theoretical analysis and the result of the experiment indicated that this algorithm could effectively enhance contrast, control the context and noise, as compared with other algorithms, such as Homomorphism Filter and Gray Equalize. After being enhanced, the radiographic images by using this algorithm had better contrast than the above-mentioned other two algorithms.
中图分类号 TG115.28
所属栏目 科研成果与学术交流
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收稿日期 2008/4/10
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备注王宇(1982-), 女, 硕士研究生, 研究方向为信号与信息处理, 图像处理。
引用该论文: WANG Yu,CHENG Yao-Yu. The Application of Enhanced Technology of Radiographic Image Based on Retinex[J]. Nondestructive Testing, 2009, 31(4): 261~263
王宇,程耀瑜. Retinex可变框架在X射线图像增强中的应用[J]. 无损检测, 2009, 31(4): 261~263
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参考文献
【1】程耀瑜, 韩 焱, 潘德恒,等.高、低能X射线数字成像内视仪的研制[J].仪器仪表学报,2002,23(6): 579-583.
【2】Jobson D J, Rahman Z, Woodell G A. Properties and Performance of a Center/Surround Retinex[J]. IEEE Transactions on Image Processing,1997,6(3): 451-462.
【3】Rahman Zia-ur, Jobson Daniel J, Woodell Glenn A. Retinex processing for automatic imageenhancement[J]. Journal of Electronic Imaging,2004,13: 100-110.
【4】Jobson D J, Rahman Z, Woodell G A. Retinex Image Processing: Improved Fidelity to Direct Visual Observation[C]. Scottsdale, USA: Proceedings of IST/ SID 4th Color Imaging Conference: Color Science, Systems and Applications,1996: 124-126.
【5】Jobson D J, Rahman Z, Woodell G A. A multiscale retinex for bridging the gap between color images and the human observation of scenes[J]. IEEE Transactions on Image Processing,1997,6(7): 965-976.
【2】Jobson D J, Rahman Z, Woodell G A. Properties and Performance of a Center/Surround Retinex[J]. IEEE Transactions on Image Processing,1997,6(3): 451-462.
【3】Rahman Zia-ur, Jobson Daniel J, Woodell Glenn A. Retinex processing for automatic imageenhancement[J]. Journal of Electronic Imaging,2004,13: 100-110.
【4】Jobson D J, Rahman Z, Woodell G A. Retinex Image Processing: Improved Fidelity to Direct Visual Observation[C]. Scottsdale, USA: Proceedings of IST/ SID 4th Color Imaging Conference: Color Science, Systems and Applications,1996: 124-126.
【5】Jobson D J, Rahman Z, Woodell G A. A multiscale retinex for bridging the gap between color images and the human observation of scenes[J]. IEEE Transactions on Image Processing,1997,6(7): 965-976.
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