This paper consists of development of detection strategies for face recognition tasks and to access its feasibility for forensic analysis using the FERET face database Author has used global feature extraction technique using statistical method for image classification. Facial images of three subjects with different expression and angles are used for classification. Principal Component Analysis has been used for three classes. Mahalanobis distance and Euclidian distance are used as similarity measures and a result of both methods is compared.
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