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Try this tutorial to detect any moving objects on the screen: http://mateuszstankiewicz.eu/?p=189

And to handle the tree shaking (false object detection) you can use the average of color as a seed to grow pixel from the center of the blob/contour. if the number of pixels covered the by extended region is more than the number of original blob, then this object is false. SOURCE: Real Time Robust Human Detection and Tracking System by Jianpeng Zhou and Jack Hoang. :)

Try this tutorial to detect any moving objects on the screen: http://mateuszstankiewicz.eu/?p=189

And to handle the tree shaking (false object detection) you can use the average of color as a seed to grow pixel from the center of the blob/contour. if the number of pixels covered by the by extended region is more than the number of original blob, then this object is false. SOURCE: Real Time Robust Human Detection and Tracking System by Jianpeng Zhou and Jack Hoang. :)