Combined Classifiers for Invariant Face Recognition [article]

Ahmad H. A. Eid
2016 arXiv   pre-print
No single classifier can alone solve the complex problem of face recognition. Researchers found that combining some base classifiers usually enhances their recognition rate. The weaknesses of the base classifiers are reflected on the resulting combined system. In this work, a system for combining unstable, low performance classifiers is proposed. The system is applied to face images of 392 persons. The system shows remarkable stability and high recognition rate using a reduced number of
more » ... rs. The system illustrates the possibility of designing a combined system that benefits from the strengths of its base classifiers while avoiding many of their weaknesses.
arXiv:1607.06973v1 fatcat:ko5tl4ez4na5zmayukgi6cwzui