| 基于OpenCV视觉库的ESPI图像增强技术研究 |
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| 引用本文： | 代雷,吴迪,张健.基于OpenCV视觉库的ESPI图像增强技术研究[J].电子测量与仪器学报,2013(10):975-979. |
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| 作者姓名： | 代雷 吴迪 张健 |
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| 作者单位： | [1]中国科学院长春光学精密机械与物理研究所应用光学国家重点实验室,长春130033 [2]空军航空大学航空航天情报系,长春130022 |
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| 摘 要： | 针对ESPI条纹图像富含散斑噪声的特点,提出了一种有效的ESPI图像增强技术.阐述了ESPI测量的原理,基于OpenCV开源计算机视觉库,采用偏微分方程的图像滤波方法,离散化PM扩散模型进行滤波处理,并使用灰度直方图均衡化方法提高ESPI条纹图像对比度,最终得到利于相位计算的清晰ESPI条纹图像.提出采用保真度与对比度对ESPI条纹图像增强的量化评估方法,原理分析和实验表明该方法有效降低散斑噪声并保留条纹的边缘信息,提高散斑图像的对比度,具有较强的实用性.
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| 关 键 词： | OpenCV ESPI 图像增强 偏微分方程 |
Study on ESPI image enhancement technology based on OpenCV |
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| Dai Lei,Wu Di,Zhang Jian.Study on ESPI image enhancement technology based on OpenCV[J].Journal of Electronic Measurement and Instrument,2013(10):975-979. |
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| Authors: | Dai Lei Wu Di Zhang Jian |
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| Affiliation: | 1.The State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, 130033, China ;2. Air and Space Intelligence Faculty, Air Force Aviation University, Changchun 130022, China) |
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| Abstract: | According to characters of ESPI image being fluent of speckle noise, proposing an efficient method to en- hance the ESPI image. Introducing the principle of the ESPI measurement. All image processing is based on OpenCV. Using partial differential equations image restoration methods and processing with using the PM model, which can reduce speckle noise of image and protect the edge of fringe, then using histogram equalization method to improve the contrast of the ESPI image. Proposing using fidelity and contrast to evaluate ESPI image enhancement results. Finally receiving clear ESPI fringe image to calculate the phase map. Analysis and experiments show the method can efficiently reduce the speckle noise, retain the fringe edge and improve the image contrast. |
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| Keywords: | OpenCV ESPI image enhancement partial differential equation |
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