ML法能够很好的估计信号的信噪比,用于建立主成分分析模型，实现了图像的灰度化并进一步用于视频监视控。- ML estimation method can be a good signal to noise ratio, Principal component analysis model for establishing, Achieve a grayscale image and further control for video surveillance.