Face Recognition using Convolutional Neural Network and Simple Logistic Classifier

@inproceedings{Khalajzadeh2012FaceRU,
  title={Face Recognition using Convolutional Neural Network and Simple Logistic Classifier},
  author={Hurieh Khalajzadeh and Mohammad Mansouri and Mohammad Teshnehlab},
  year={2012}
}
In this paper, a hybrid system is presented in whi ch a convolutional neural network (CNN) and a Logistic regression class ifier (LRC) are combined. A CNN is trained to detect and recognize face images , and a LRC is used to classify the features learned by the convolutional network. Applying feature extraction using CNN to normalized data causes the sys tem to cope with faces subject to pose and lighting variations. LRC which is a discriminative classifier is used to classify the extracted… CONTINUE READING
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