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No you can't ... it will be slow ass as hell. What I suggest is the following approach

1. Start with a VJ face detector. That reduces the search area.
2. Using a mouth region detector would even be better, but might be hard to train.
3. Use a classifier to define what mood is being expressed. Or apply a feature point detector to find mouth corners and define relations for moods.

Good luck!