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Optimization strategy of computer programming for mathematical algorithm of facial recognition model

机译:面部识别模型数学算法计算机编程优化策略

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摘要

Facial recognition is a technique for biometric identification, generally applied to finance, cybersecurity, public security, property management, and other important management departments. In this paper, the facial recognition system based on improved LBP and PCA mathematical algorithm is used to extract the relationship between the facial centre point and other phase domain points. After using PCA to reduce the dimension, the facial features are obtained. The facial recognition system designed by the thesis covers face image creation, face image pre-processing, face image recognition and result output module. Studies have shown that the system's face recognition accuracy can be as high as 90%.
机译:面部识别是一种用于生物识别的技术,通常适用于融资,网络安全,公安,物业管理和其他重要管理部门。在本文中,基于改进的LBP和PCA数学算法的面部识别系统用于提取面部中心点和其他相位点之间的关系。使用PCA以减小尺寸后,获得面部特征。由论文设计的面部识别系统涵盖面部图像创建,面部图像预处理,面部图像识别和结果输出模块。研究表明,系统的面部识别精度可以高达90%。

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