A Survey of Data Uncertainty in Face Recognition

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Provided by: Creative Commons
Topic: Security
Format: PDF
The face images are obtained from different pose, facial expression and illumination; hence the single image of the face occurred the high uncertainty for the face representation. The images of face should not be the fully accurate representation of the face and it is an observation of the face images. To reducing the uncertainty for representation of the face and improving the accuracy of face recognition, more observation of the same person face images is required in the face recognition. In the real world face recognition system the uncertainty highly occurred because the limited number of available face images of subject and due to this there is high uncertainty is occurred.
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