首页|航空发动机小直径管DR图像去噪算法研究

航空发动机小直径管DR图像去噪算法研究

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针对数字射线DR成像中,由平板探测器自身特性会导致图像模糊失真的问题,以航空发动机小直径管DR检测图像为实验对象,开展图像去噪研究,采用Lucy-Richardson算法建立模糊模型并迭代优化.实验结果表明,当算法迭代次数为31时,图像恢复质量较好,以结构相似度、信息熵等参数为客观评价指标,与Wiener滤波器等传统去噪算法相比有较大提高,适用于DR图像去噪.
Research on DR image denoising algorithm of aeroengine small diameter tube
Aiming at the problem of image blur distortion caused by the characteristics of flat panel detector in Digital Radiog-raphy(DR)imaging,the image denoising research was carried out with the detection image of aeroengine small-diameter tube DR as the experimental object,and the fuzzy model was established and iterated by Lucy-Richardson algorithm.The experimental re-sults show that the image recovery quality is better when the iteration times of the algorithm is 31 and the parameters such as struc-tural similarity and information entropy are taken as objective evaluation indexes.Compared with traditional denoising algorithms such as Wiener filter,the algorithm is suitable for DR image denoising.

digital radiography imageLucy-Richardson algorithmimage denoising

程宇、隋岩、陈俊囡、田浩、吴伟

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中国航发贵州黎阳航空动力有限公司检验检测中心,贵阳 550014

南昌航空大学无损检测技术教育部重点实验室,南昌 330063

DR图像 Lucy-Richardson算法 图像去噪

中国航空发动机集团产学研合作项目

HFZL2020CXY015-1

2024

现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
年,卷(期):2024.30(3)
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