Face Recognition For Home Security System Using Hybrid Fisher Linear Discriminant Algorithm

This thesis proposes a dual-function face recognition home security system, using a hybrid FLD algorithm that compensates for probes that are not from the training gallery. The system is able to perform two major tasks of a home security system, which is face authentication and face identification....

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Zhi, Chua Min Zhi
التنسيق: أطروحة
منشور في: 2009
الموضوعات:
الوسوم: إضافة وسم
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الوصف
الملخص:This thesis proposes a dual-function face recognition home security system, using a hybrid FLD algorithm that compensates for probes that are not from the training gallery. The system is able to perform two major tasks of a home security system, which is face authentication and face identification. In face authentication, the system makes decisions whether a person can enter the premises or not. In face identification, the system identifies different individuals from the household.