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Advanced PCA for Enhanced Illumination in Face Recognition to Control Smart Door Lock System

机译:先进的PCA,可增强面部识别中的照明,以控制智能门锁系统

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Face recognition is a commonly used biometric strategy in various field because of its accuracy and security. However, any feasible system will have its drawbacks. Some of the drawbacks of the face recognition system include, pose change, aging, light variation and many more. By focusing on these, illumination effect is taken into account and an advanced face recognition technique is developed. The technique that is used here is Principle Component Analysis (PCA) and Fast Fourier Transform (FFT-2). This solution is applied to a smart door lock system which allows the authorized people to access the door of the house by using face recognition technique.
机译:人脸识别由于其准确性和安全性而成为各种领域中常用的生物识别策略。但是,任何可行的系统都有其缺点。人脸识别系统的一些缺点包括姿势改变,老化,光线变化等等。通过专注于这些,考虑了照明效果,并且开发了先进的面部识别技术。此处使用的技术是主成分分析(PCA)和快速傅立叶变换(FFT-2)。该解决方案应用于智能门锁系统,该系统允许授权人员使用面部识别技术访问房屋的门。

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