Application for Student Attendance Based on Face Recognition

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: 548 )

Preuzimanje citata:

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}
}
RefWorks Tagged format
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
Unapred formatirani prikaz citata
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