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How to do face alignment without considering eye position

I am doing a face recognition project. Now I want to align faces without considering eye position. Suppose if I got side view of an image, at that time I can't plot eye positions. Even though I need to do face alignment. So is it possible to do face alignment without considering any particular points? Since I want to align faces if it is front face or side face.Could anyone give me a good suggestion.