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单变量的频分多曲线回归分析方法
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作者 王欣艳 张瑞新 《科学技术与工程》 北大核心 2013年第31期9263-9268,共6页
回归分析中,如果自变量仅有一个,则只能进行单变量回归分析,拟合一条曲线。虽然该曲线能够反应数据发展的总体趋势,但是却不能体现数据在总体趋势周围的波动性,导致依据该拟合曲线的预测值是一种理想取值,偏差较大。针对此问题,提出分... 回归分析中,如果自变量仅有一个,则只能进行单变量回归分析,拟合一条曲线。虽然该曲线能够反应数据发展的总体趋势,但是却不能体现数据在总体趋势周围的波动性,导致依据该拟合曲线的预测值是一种理想取值,偏差较大。针对此问题,提出分频曲线拟合的方法。按照数据所处的层次多次拟合,形成拟合曲线簇,在此拟合曲线簇的基础上,构造多元回归分析算法,实现了单变量的多元回归算法。实验结果表明,该分析算法比传统的单变量回归分析和最小二乘曲线拟合有更好的预测精度,且能够更好地反应数据的波动性发展趋势。 展开更多
关键词 单变量回归 多元回归 曲线拟合 频分曲线 最小二乘
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A Fast Algorithm for Improving the Visual Distance in Fog
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作者 YANG Wei XIAO Zhi-tao +1 位作者 YU Jian YAN Zhi-jie 《Semiconductor Photonics and Technology》 CAS 2009年第4期241-246,共6页
Images captured outdoor usually degenerate because of the bad weather conditions,among which fog,one of the widespread phenomena,affects the video quality greatly.The physical features of fog make the video blurred an... Images captured outdoor usually degenerate because of the bad weather conditions,among which fog,one of the widespread phenomena,affects the video quality greatly.The physical features of fog make the video blurred and the visible distance shortened,seriously impairing the reliability of the video system.In order to satisfy the requirement of image processing in real-time,the normal distribution curve fitting technology is used to fit the histogram of the sky part and the region growing method is used to segment the region of sky.As for the non-sky part,a method of self-adaptive interpolation to equalize the histogram is adopted to enhance the contrast of the images.Experiment results show that the method works well and will not cause block effect. 展开更多
关键词 fog image INTERPOLATION region growing histogram equalization fast algorithm normaldistribution
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New data processing method for improving the measurement accuracy in FTP 被引量:1
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作者 田静 孙杰 +2 位作者 宁韩利 许中奇 杨明 《Optoelectronics Letters》 EI 2011年第1期69-73,共5页
During the 3D shape measurement,there are noises in the images that are obtained by the capture system.The traditional method,Fourier transform profilometry(FTP) technique,improves the accuracy only by the filtering m... During the 3D shape measurement,there are noises in the images that are obtained by the capture system.The traditional method,Fourier transform profilometry(FTP) technique,improves the accuracy only by the filtering method in the frequency domain.In this paper,the curve fitting method is used for the light field distribution calculation before the filtering process applied in the frequency domain by choosing a suitable filter window,and then the higher quality of the basic frequency component signal is got.This method can avoid the frequency overlapping caused by the noise,so the improvement of the measuring accuracy of FTP is realized. 展开更多
关键词 Curve fitting Data handling Fourier transforms Frequency domain analysis Profilometry Three dimensional
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