Robust face registration via multi-face prototypes synthesis

Abstract

A face recognition and / or vertification system including the step of registering a persons actual face wherein a image of the actual face is captured and synthesized to create a plurality of face prototypes, and wherein the face prototypes are stored for later analysis and comparison with a captured image to be recoginsed or verified.

Description

technical field [0001] The present invention is directed generally to facial recognition and facial verification systems, and in particular to a facial prototyping system capable of generating realistic templates and providing a system for more robust registration of faces. Background technique [0002] The traditional approach to facial recognition is to store images of people's faces and then provide facial matching algorithms that are robust enough to handle changing lighting conditions, facial expressions, facial orientation, glasses, beards, beards, and facial hair, etc. [0003] In the field of facial recognition technology, research has focused almost exclusively on developing algorithms that are invariant to lighting conditions, facial expressions, and facial orientation. Such systems obtain simple databases at the expense of complex matching algorithms or families of algorithms. Alternatively, face recognition systems based on facial template matching and neural ne...

AI Technical Summary

Problems solved by technology

However, various conditions and situations can still produce less promising results, thus requiring alternative methods to improve facial recognition

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