Background-subtraction-of-a-CCTV-video

Removing background from a CCTV video using Gaussian Mixture Model (Stauffer-Grimson Method) in Python using OpenCV.

Parameters Used:-

Learning rate(Alpha) = 0.025
Threshold(T) = 0.9
2nd Learning rate(Roh) = 0.11
No. of Gaussians/Pixel = 3
Initial Cluster means for K-means = 50,130,210

For video outputs see following link: https://www.youtube.com/playlist?list=PLDiP6XkqGPuzlFT7Ur4UoKlD0hvrVWYLu