Abstract—In the current educational system, student’s frequent attendance in class is very important for performance evaluation and quality control. Most institutions still use insecure, time-consuming traditional methods like calling people by name or having them sign documents. Face recognition technology based on high-definition monitor video other information technologies used to solve prob...

This thesis presents a comprehensive overview of the problem of facial recognition. A survey of available facial detection algorithms as well as implementation and tests of different feature extraction and dimensionality reduction methods and light normalization methods are presented. A new feature extraction and identity matching algorithm, the Multiple Individual Discriminative Models (MIDM) ...

Face quality evaluation can filter out low face image to save computational resources and improve the system performance, labeling score by manual consume too much manpower. To solve this problem, an unsupervised based on recognition is proposed. We use model calculate features of faces label images score. The compressed knowledge distillation method obtain efficient assessment model. Experimen...

The task of Face Recognition is often cited as being complicated by the presence of lighting and expression variation. In this article a novel combination of facial expression categorisation and 3D Face Recognition is used to provide enhanced recognition performance. The use of 3D face data alleviates performance issues related to pose and illumination. Part-face decomposition is combined with ...