Face Recognition From Low Resolution Images
Abbas Elazhari
Broschiertes Buch

Face Recognition From Low Resolution Images

Interpolation of Low Resolution Images for Improved Accuracy in Human Face Recognition

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In a wide range of face recognition applications, such as the surveillance camera in law enforcement, it is cannot provide enough resolution of face for recognition. The first part of this research demonstrates the impact of the image resolution on the performance of the face recognition system. The performance of several holistic face recognition algorithms is evaluated for low-resolution face images. For the classification, this research uses k-nearest neighbor (k-NN) and Extreme Learning Machine-based neural network (ELM). The recognition rate of these systems is a function in the image res...