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Eliminate false eye

Hi
I'm using OpenCV 2.4.10. I can detect pair eyes and mouth for alignment with fair accuracy rate. Here is my situation. https://www.youtube.com/watch?v=0ZY5UXfJLzY

My problems are :
1. Eyes detection return false eye. I got 3rd eye in nearby the correct one.
2. Neo's mouth has been dropped on many frames.

Any help would be appreciated.
Sarit