基于身份证和人脸双重识别技术的智能门禁系统设计

Design?of?Intelligent?Access?Control?System?Based?on?ID?Card?and?Face?Dual?Recognition?Technology

摘要:

针对智能门禁系统实名制管理及安全性问题，设计了一种基于身份证和人脸双重识别技术的智能门禁系统，通过RFID射频识别技术实现了身份证识别，通过宽度学习卷积神经网络算法实现了人脸识别，设计了智能门禁系统的通信指令，提出了一种基于优先级的周期性多任务调度算法，有效的提高实时多任务系统的整体控制性能。经实验结果表明，该智能门禁系统可实现网络化管理以及实名化开锁，可以应用于门禁系统、政府公租房、长短租公寓、民宿网约房、家庭联网门锁、写字楼等多领域。

Abstract:

Aiming?at?the?real?name?management?and?security?problems?of?intelligent?access?control?system,?an?intelligent?access?control?system?based?on?ID?card?and?face?dual?recognition?technology?is?designed.?Face?recognition?is?realized?by?width?learning?convolution?neural?network?algorithm,?The?communication?instruction?of?intelligent?access?control?system?is?designed.?The?experimental?results?show?that?the?intelligent?access?control?system?can?realize?network?management?and?real?name?unlocking,?and can be applied to the access control system, government public rental housing, long and short rent apartments, home accommodation network, home network door locks, office buildings and other fields.