Application for Student Attendance Based on Face Recognition
Application for Student Attendance Based on Face Recognition
Autori:
Izdanje: International Scientific Conference on Information Technology and Data Related Research
DOI: 10.15308/Sinteza-2019-459-464
Oblast: Data Science & Digital Broadcasting Systems
Stranice: 459-464
Apstrakt:
Facial recognition represents a system for automatic recognition or identi- fication of persons based on digital pictures of their face. There are multiple algorithms that the recognition software uses but it all comes down to com- parison of input picture, that is the comparison of the biometric face features with the selected face pictures in the database. Facial recognition is mostly used in systems that are connected with safety and usually in two ways: rec- ognition and verification. When it comes to recognizing the face parameters are compared with other faces in the database. For the verification, the face parameters of the person that is using another way of verification in the given moment, are compared with the information of that person in the database. This is done for the sake of making sure that the person who is requesting access is actually a person with allowed access. Even though facial recogni- tion is less precise compared to fingerprint scanning or iris scanning, it is very well accepted because of its non-physical and non-invasive way of use.
Ključne reči: face recognition, authentication, deep learning, PCA algorithm
Priložene datoteke:
- 459-464 ( veličina: 2,88 MB, broj pregleda: 557 )
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BibTeX format
@article{article, author = {A. Ćuk, B. Miljković, M. Todorović, A. Ivanović and M. Živković}, title = {Application for Student Attendance Based on Face Recognition}, journal = {International Scientific Conference on Information Technology and Data Related Research}, year = 2020, pages = {459-464}, doi = {10.15308/Sinteza-2019-459-464} }
RT Conference Proceedings A1 Aleksa Ćuk A1 Branivoj Miljković A1 Miloš Todorović A1 Aleksandar Ivanović A1 Miodrag Živković T1 Application for Student Attendance Based on Face Recognition AD Univerzitet Singidunum, Beograd, Beograd, Srbija YR 2020 NO doi: 10.15308/Sinteza-2019-459-464
A. Ćuk, B. Miljković, M. Todorović, A. Ivanović and M. Živković, Application for Student Attendance Based on Face Recognition, Univerzitet Singidunum, Beograd, 2020, doi:10.15308/Sinteza-2019-459-464