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An improved multi-frame integration technique for low light level image

机译:一种用于弱光图像的改进的多帧集成技术

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Multi-frame integration is a common method used in the technique of image enhancement, but multi-frame cumulative method has a certain limitation for processing low light level image. In this paper an improved multi-frame integration technique based on the mode value theory is carried out, called mode multi-frame integration. Mathematical statistics is made on the grey scale values of all the corresponding pixels inside the neighborhood frames and the pixel grey value which appears with the maximum of probability is chosen as the filtering result. Therefore the processed image is much closer to the original one. The experimental results show that it can suppress the light and dark point's noises of the low light level images effectively and the protection property of the image edges is better than that of multi-frame integration.
机译:多帧集成是图像增强技术中常用的方法,但是多帧累积方法在处理弱光图像时有一定的局限性。本文提出了一种基于模式值理论的改进的多帧集成技术,称为模式多帧集成。对邻近帧内所有相应像素的灰度值进行数学统计,并选择以最大概率出现的像素灰度值作为滤波结果。因此,处理后的图像非常接近原始图像。实验结果表明,该算法可以有效抑制低亮度图像的亮点和暗点噪声,并且图像边缘的保护性能优于多帧集成。

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