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- W2183898725 abstract "The human face plays an important role in our social interaction, conveying people’s identity. The facial recognition process normally has four interrelated phases or steps. The first step is face detection, the second is normalization, the third is feature extraction, and the final cumulative step is face recognition. These steps depend on each other and often use similar techniques. Face Recognition System is a computer based digital technology and is an active area of research. The Face Recognition System has various applications like various authentication systems, security systems and searching of persons etc. These applications are cost effective and consume less time. Moreover the face database can be easily designed by using any image of the person. In last few years different face recognition techniques are purposed with successful results. As the brain of human beings create the learning ability to recognize the persons by face even when the feature characteristics of the face changes. The neurons of the human brain are trained by reading or learning the face of a person and they can identify that face quickly even after several years. This ability of training and identifying is converted into machine systems using the Artificial Neural Networks. The basic function for the face recognition system is to compare the face of a person which is to be recognized with the faces already trained in the Artificial Neural Networks and it recognized the best matching face as output. The method used for face recognition is based on Principal Component Analysis with DCT. A whole face recognition system proposed is based on PCA and DCT combination feature extraction Using Neural Network. Normalization can used to eliminate the redundant information interference. Principal Component Analysis (PCA) can be used for feature extraction and dimension reduction." @default.
- W2183898725 created "2016-06-24" @default.
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- W2183898725 date "2014-01-01" @default.
- W2183898725 modified "2023-09-24" @default.
- W2183898725 title "Face Recognition Using Artificial Neural Network" @default.
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