Face Templates Creation for Surveillance Face Recognition System
Tobiáš Malach, Jiří Přinosil · 2014
This paper addresses the problem of face templates creation for facial recognition system. The application of a face recognition system in real-world conditions requires compact and representative face templates in order to maintain low error rate and low classification time. The paper presents four approaches to face templates creation. The influence of different face template creation approaches was assessed on PubFig and IFaViD database. The achieved results show that appropriate face template creation methods have a significant influence on face recognition system performance.