脉冲红外热成像无损检测中的噪声抑制:数据处理算法的效率

IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Ndt & E International Pub Date : 2024-09-17 DOI:10.1016/j.ndteint.2024.103240
V.P. Vavilov , A.O. Chulkov , V.V. Shiryaev , M.V. Kuimova , Hai Zhang
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引用次数: 0

摘要

通过数值和实验分析了伴随使用光学加热的主动 TNDT 程序产生的各种噪声。重点是抑制表面杂波,它代表了吸收率/发射率变化的局部区域。通常用于缺陷检测的信噪比概念被应用于固定模式噪声,以比较数据处理算法在减少表面杂波方面的能力。实验调查是在一个特殊的样品上进行的,该样品既包含表面下充满空气的缺陷,也包含发射率/吸收率不同的区域。复小波变换和原理成分分析对固定模式噪声的抑制效果最好。由于三维热扩散的原因,特定的数据处理算法往往会突出杂波点的边界,从而产生特定的轮廓。通过对地下缺陷位于局部杂波点下的测试情况进行分析,证明了杂波点在检测隐藏缺陷时的阴影效应。
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Noise suppression in pulsed IR thermographic NDT: Efficiency of data processing algorithms

Various types of noise, which accompany active TNDT procedures using optical heating, have been analyzed, both numerically and experimentally. An emphasis has been made on the suppression of surface clutter, which represents local areas of varying absorptivity/emissivity. The concept of signal-to-noise that is typically used in defect detection has been applied to fixed pattern noise in order to compare capabilities of data processing algorithms in reducing surface clutter. The experimental investigation has been fulfilled on a special sample containing both subsurface air-filled defects and areas with varying emissivity/absorptivity. The best suppression of the fixed pattern noise was provided by the complex wavelet transform and principle component analysis. Because of 3D heat diffusion, clutter spot boundaries are often underlined by particular data processing algorithms thus producing specific contours. The test situations where subsurface defects are located under localized clutter spots have been analyzed to demonstrate an overshadowing effect of such spots when detecting hidden defects.

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来源期刊
Ndt & E International
Ndt & E International 工程技术-材料科学:表征与测试
CiteScore
7.20
自引率
9.50%
发文量
121
审稿时长
55 days
期刊介绍: NDT&E international publishes peer-reviewed results of original research and development in all categories of the fields of nondestructive testing and evaluation including ultrasonics, electromagnetics, radiography, optical and thermal methods. In addition to traditional NDE topics, the emerging technology area of inspection of civil structures and materials is also emphasized. The journal publishes original papers on research and development of new inspection techniques and methods, as well as on novel and innovative applications of established methods. Papers on NDE sensors and their applications both for inspection and process control, as well as papers describing novel NDE systems for structural health monitoring and their performance in industrial settings are also considered. Other regular features include international news, new equipment and a calendar of forthcoming worldwide meetings. This journal is listed in Current Contents.
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