首页> 外文会议>7th World Multiconference on Systemics, Cybernetics and Informatics(SCI 2003) vol.13: Systemics, Cybernetics and Information Technologies and Applications >Effect of different image processing techniques on the measurement accuracy of white-light interferometric fiber-optic temperature sensor
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Effect of different image processing techniques on the measurement accuracy of white-light interferometric fiber-optic temperature sensor

机译:不同图像处理技术对白光干涉式光纤温度传感器测量精度的影响

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摘要

Images from a CCD camera may be degraded for various reasons. Several techniques for restoration of original interference fringes of a white-light interferometric (WLI) fiber-optic sensor are compared and analyzed theoretically and experimentally. These include vertical edge filter, background correction and FFT/Inverse FFT. Images are acquired from 2 cooling cycles between 50℃ and 20℃ with 1℃ step, respectively. Temperature control accuracy is ±0.02℃. All images are processed by these methods to identify the central position of the white-light interference fringes with a Gaussian profile. Error analysis result are given, showing that visually estimating image quality is not enough to provide higher measurement accuracy for some of these processing approaches. On the other hand, properly selecting FFT filters to attenuate and accentuate selected frequencies in the frequency domain will generate contrast enhanced interference fringes against a dark background, which will greatly improve accuracy and be less sensitive to image degradation.
机译:CCD相机的图像可能由于各种原因而劣化。从理论上和实验上比较和分析了几种恢复白光干涉式(WLI)光纤传感器原始干涉条纹的技术。这些包括垂直边缘滤波器,背景校正和FFT /逆FFT。分别从50℃至20℃的2个冷却循环中以1℃的步进获取图像。温控精度为±0.02℃。通过这些方法处理所有图像,以识别具有高斯轮廓的白光干涉条纹的中心位置。给出了误差分析结果,表明对于这些处理方法中的某些,视觉上估计图像质量不足以提供更高的测量精度。另一方面,正确选择FFT滤波器以衰减和加重频域中的选定频率将在深色背景上产生对比度增强的干涉条纹,这将大大提高准确性,并且对图像降级不敏感。

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