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In my opinion you should try Shi and Tomasi corner-detector to detect mouth corners. I think OpenCV has the API for it. HaarCascades won't give you mouth corner points, it would only return you a rectangular region that has mouth. OR as pointed out by Kirill use can also use AAM/ASM to detect face features.