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http://dlibrary.univ-boumerdes.dz:8080/handle/123456789/8677
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| Titre: | Face Detection and Recognition in Real Time |
| Auteur(s): | Kheloufi, Anis
Nagheche, Bilal
Cherifi, Dalila(Supervisor) |
| Mots-clés: | Face recognitin system
Recognition in real time |
| Date de publication: | 2018 |
| Résumé: | Face recognition Technology has received significant attention in the past several years in research and application, the existence of several algorithms makes a difficult choice for implementation. The goal of this project is to implement a real time face recognition application, in the first part we implement a system using a global based algorithm (PCA) and we have tested and discussed performance of the application at each level ( detecting, tracking, recognizing). In the second part we tried to make an enhancement of the first algorithm by combining it with two different classifiers, (K-NN and Naïve Bayes), and tested the performance on three different static datasets and discussed results of the performance. Finally, we have implemented a real time face-recognition system using a localmethod based algorithm (LBPH) and displayed the results of our implementation. |
| Description: | 44 p. |
| URI/URL: | http://dlibrary.univ-boumerdes.dz:8080/handle/123456789/8677 |
| Collection(s) : | Computer
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