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发动机小直径管X射线底片数字化图像增强技术
引用本文:王克广,岳乔,缪伟,邬冠华.发动机小直径管X射线底片数字化图像增强技术[J].失效分析与预防,2022,17(2):86-95.
作者姓名:王克广  岳乔  缪伟  邬冠华
作者单位:1.中国航发动力股份有限公司,西安 710000
摘    要:

关 键 词:X射线底片扫描    图像增强    改进MSR    麻雀搜索算法
收稿时间:2021-12-24

Digital Image Enhancement on X-ray Film of Aeroengine Small Diameter Tube
WANG Ke-guang,YUE Qiao,MIAO Wei,WU Guan-hua.Digital Image Enhancement on X-ray Film of Aeroengine Small Diameter Tube[J].Failure Analysis and Prevention,2022,17(2):86-95.
Authors:WANG Ke-guang  YUE Qiao  MIAO Wei  WU Guan-hua
Abstract:Aiming at the problem of image degradation after X-ray film scanning, an improved multi-scale retinex (MSR) enhancement algorithm based on sparrow search is proposed. Taking the digital image of aeroengine small diameter tubes as the research object, the image gradient, frequency domain, and information entropy are employed as the population fitness function of the sparrow search algorithm. Then, realize the adaptive image enhancement is found the optimal values of key parameters in the bilateral filter. Based on the above methods, two kinds of typical actual images are recorded. Compared with limited contrast histogram equalization and traditional MSR processing methods, the proposed method can show defects more clearly on subjective images, and the objective evaluations are improved by at least 10%. The method proposed in this paper can significantly improve the image quality.
Keywords:
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