摘要
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。
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.
出处
《计算机工程与应用》
CSCD
北大核心
2010年第8期187-189,共3页
Computer Engineering and Applications
基金
国家自然科学基金Grant No.60673055~~
关键词
人脸识别
量子神经网络
多层激励函数
模式识别
face recognition
Quantum Neural Networks（QNN ）
multi-level
pattern recognition
