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Eigen space-based face recognition technique has an advantage that faces are normally upright and thus may be described by a small set of 2-D characteristics views. In this paper, an approach to detect and identification of human faces which is real time face recognition system is developed with Graphical User Interface (GUI). This approach takes a snap of a person from the camera and store at a predefined place, which is treated as a Two-Dimensional (2-D) recognition problem. Face images are then projected on the feature space that encodes the variation among the known face images.
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