Development of a Visitor Recognition System Using Open APIs for Face Recognition


KIPS Transactions on Computer and Communication Systems, Vol. 6, No. 4, pp. 169-178, Apr. 2017
10.3745/KTCCS.2017.6.4.169,   PDF Download:
Keywords: Open API Integration, Face recognition, Visitor Recognition System
Abstract

Recently, as the interest rate and necessity for security is growing, the demands for a visitor recognition system are being increased. In order to recognize a visitor in visitor recognition systems, the various biometric methods are used. In this paper, we propose a visitor recognition system based on face recognition. The visitor recognition system improves the face recognition performance by integrating several open APIs as a single algorithm and by performing the ensemble of the recognition results. For the performance evaluation, we collected the face data for about five months and measured the performance of the visitor recognition system. As the results of the performance measurement, the visitor recognition system shows a higher face recognition rate than using a single face recognition API, meeting the requirements on performance.


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Cite this article
[IEEE Style]
K. Ok, D. Kwon, H. Kim, D. An, H. Ju, "Development of a Visitor Recognition System Using Open APIs for Face Recognition," KIPS Transactions on Computer and Communication Systems, vol. 6, no. 4, pp. 169-178, 2017. DOI: 10.3745/KTCCS.2017.6.4.169.

[ACM Style]
Kisu Ok, Dongwoo Kwon, Hyeonwoo Kim, Donghyeok An, and Hongtaek Ju. 2017. Development of a Visitor Recognition System Using Open APIs for Face Recognition. KIPS Transactions on Computer and Communication Systems, 6, 4, (2017), 169-178. DOI: 10.3745/KTCCS.2017.6.4.169.