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Face recognition – machine learning highway to efficiency

pregledni rad (znanstveni)

pregledni rad (znanstveni)

Face recognition – machine learning highway to efficiency

Vrsta prilog u časopisu
Tip pregledni rad (znanstveni)
Godina 2017
Časopis Polytechnic and design
Volumen 5
Svesčić 1
Stranice str. 12-17
ISSN 1849-1995
EISSN 2459-6302
Status objavljeno

Sažetak

Face recognition describes the automated computer managed human face recognition on digital media, image or video. Even though started in the 1960’s, the hype surrounding face recognition nowadays is more increasing, partially because of security applications it could provide and reduce possible security oriented threats. This paper is going to show directions of recent research in this field, with an accent on used algorithms, data sets for higher efficiency, and an overview of predominantly used sensors. One of the concept that is introduced lately in the field are various types of machine learning as means for creating more efficient face recognition systems. By presenting different approaches, possible directions are given for future research.

Ključne riječi

face recognition ; machine learning ; algorithm ; security