CAJ | 학술논문

针对我国智能安防行业中普遍使用指纹识别系统，而传统的人脸识别系统使用范围小、售价高、普及率低的现状，设计了一种基于PCA人脸识别的智能防盗报警系统。该系统采用PCA算法进行人脸特征降维，识别后设置警报阀值，采用GSM通信实现智能防盗报警功能。通过硬件与软件的设计安装与调试，以及系统整体的测试调试，该系统能有效识别人脸，并在系统出发警报时通过GSM短信进行实时通信报警。
침대아국지능안방행업중보편사용지문식별계통，이전통적인검식별계통사용범위소、수개고、보급솔저적현상，설계료일충기우PCA인검식별적지능방도보경계통。해계통채용PCA산법진행인검특정강유，식별후설치경보벌치，채용GSM통신실현지능방도보경공능。통과경건여연건적설계안장여조시，이급계통정체적측시조시，해계통능유효식별인검，병재계통출발경보시통과GSM단신진행실시통신보경。
Fingerprint recognition system is widely used in intelligent security industry in China ,while the face recognition system is quite on the contrary due to its high prize ,thus we have designed an intelligent anti-theft alarm system PCA based on face recognition ,which uses the PCA algorithm to reduce the dimension of face feature ,setting the alarm threshold after identification ,using GSM communication to re-alize its intelligent anti-theft alarm function .Through the design ,installation and debugging of hardware and software as well as testing and debugging the whole system ,it can effectively identify the face ,and give real time warning through GSM SMS alarm .