This paper mainly concentrates on the concept of Face Recognition was summarized and its significance in a real life application are illustrated. Face Recognition using the Principle Component Analysis is researched in detail, the key to achieve Face Recognition using Sub-Spaces is also surveyed.
Key words: Eigen Faces, Independent Component Analysis (ICA), Recursive Features Elimination (RFE), Support Vector Machines (SVM), Genetic Algorithm (GA).
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