Based on Hit-or-Miss algorithm of mathematical morphology, a new scheme for optical multi-objects recognition is proposed. This scheme is not only having high processing speed for object recognition, but also can remove the error warning signal which usually appears in the optical correlator approach. Therefor, its result of object recognition is more effective and reliable.