TDI-CCD成像噪声统计特性研究

Yingying Gu, Xiangheng Shen, Gengxian He
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引用次数: 0

摘要

TDI-CCD可以在不降低空间分辨率的前提下提高空间相机的灵敏度,在航天成像设备中得到广泛应用。介绍了TDI-CCD器件的基本工作原理和应用特点,分析了TDI-CCD成像噪声的组成,提出了一种用统计概率分布分析TDI-CCD成像噪声的新方法。为了估计受噪声影响的灰度值分布,我们引入了偏度和峰度的概念。在恒照度光源下设计实验,用TDI-CCD在16、32、48、64、96级不同工作状态下进行图像采集,用所提出的方法对图像噪声特征进行分析,实验结果表明,在大样本情况下,灰度值近似满足正态分布。
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The research on statistical properties of TDI-CCD imaging noise
TDI-CCD can improve the sensitivity of space camera without any degradation of spatial resolution which is widely used in aerospace imaging devices. The article describes the basic working principle and application characteristics of TDI-CCD devices, analyses the composition of TDI-CCD imaging noise, and propose a new method to analyze TDI-CCD imaging noise with statistical probability distribution. In order to estimate the distribution of gray values affect by noise we introduced the concept of skewness and kurtosis. We design an experiment using constant illumination light source, take image with TDI-CCD working at different stage such as stage 16, stage 32, stage 48, stage 64 and stage 96, analyse the characteristics of image noise with the method we proposed, experimental results show that the gray values approximately meet normal distribution in large sample cases.
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