实现了图像的灰度化并进一步用于视频监视控，正确率可以达到98％，基于分段非线性权重值的Pso算法。- Achieve a grayscale image and further control for video surveillance, Accuracy can reach 98 , Based on piecewise nonlinear weight value Pso algorithm.