The invention discloses an online passing system based on a face feature recognition technology. Comprising an acquisition module, an acquisition module, an extraction module, an initialization module, a calculation module, a matching module, a detection module and an optimization module. A feature face matching algorithm is adopted, so that face recognition with higher accuracy is realized; on-line/off-line living body detection service is adopted to identify whether a user is a real person or not, and cheating tools such as photos, videos and 3D molds are effectively resisted; the space and time complexity of the system is optimized by adopting a system optimization algorithm, the response time of the system is reduced, and the fluency of the system is improved. The face feature recognition system can prevent lawbreakers from cheating by using tools such as photos, videos and 3D molds of others, can effectively improve the face recognition accuracy and passing efficiency of an existing face recognition system, can be widely applied to the fields of financial industry, retail industry, security passing and the like, and the business requirements of identity verification, face attendance checking, gate passing and the like are met.