Title :
The development trend of evaluating face-recognition technology
Author_Institution :
Testing Center, Third Res. Inst. of the Minist. of Public Security, Shanghai, China
Abstract :
In practical application, the result of face recognition not only depends on the static face recognition algorithm, but also depends on the dynamic face recognition algorithm. In a face recognition system, face image acquisition equipment and algorithm processor hardware will also affect speed and effect of the recognition. Therefore, when evaluating face-recognition technology, we should not only carry out the static test of algorithm, but also carry out the dynamic face recognition test of actual faces. At the same time, considering the influence of hardware configuration, hardware configuration parameters of face recognition products or systems should be paid more attention. In the future, the development trend of evaluating face-recognition technology will become both static test in algorithm level and dynamic test of recognition effect to actual faces in application level should be carried out. Even the videotaped face-recognition test and system hardware configuration check should be carried out simultaneously.
Keywords :
face recognition; algorithm processor hardware; dynamic face recognition test; dynamic test; face image acquisition equipment; face recognition technology; static test; Face; Face recognition; Hardware; Heuristic algorithms; Security; Target recognition; Testing; FRME; dynamic face-recognition test; evaluate face-recognition; face-recognition; videotaped face-recognition test;
Conference_Titel :
Mechatronics and Control (ICMC), 2014 International Conference on
Print_ISBN :
978-1-4799-2537-7
DOI :
10.1109/ICMC.2014.7231817