CAJ | 학술논문

人脸识别问题是模式识别领域的一个重要的研究课题.提出了一种基于多层激励函数的量子神经网络人脸识别方法,采用ORL人脸图像数据库进行训练和识别.试验结果表明,该识别方法在识别率和可信性方面均有较好的效果,同时也体现了量子神经网络用于人脸识别的优越性和巨大的潜力.
인검식별문제시모식식별영역적일개중요적연구과제.제출료일충기우다층격려함수적양자신경망락인검식별방법,채용ORL인검도상수거고진행훈련화식별.시험결과표명,해식별방법재식별솔화가신성방면균유교호적효과,동시야체현료양자신경망락용우인검식별적우월성화거대적잠력.
The face recognition is an important problem of pattern recognition field.A method to face recognition is presented based on multi-level transfer function quantum neural networks.The QNN is trained and tested by the ORL human face image database.The experimental results indicate the technology achieves excellent performance in terms of recognition rate and recognition reliability,and show the superiority and potential of QNN in pattern recognition field.