Implementation of a Software Application for Researching the Face Recognition Algorithm

Authors

  • Oleksandr Mordyk Kharkiv National University of Radio Electronics, Ukraine
  • Olekdandr Tsymbal Kharkiv National University of Radio Electronics, Ukraine

DOI:

https://doi.org/10.30837/csitic52021232809

Keywords:

OpenCV, Viola-Jones algorithm, EigenFaces, FisherFaces, LBP, AAM, ASM

Abstract

Deep learning has recently attracted more and more interest in face recognition. Face recognition is a computer vision problem. There may be slight differences in the faces of humans but overall, it is safe to say that there are certain features that are associated with all the human faces.

References

M. Nishiyama and O. Yamaguchi: Face Recognition using the classified appearance-based quotient image, IEEE International Conference and Workshop on Automatic Face and Gesture Recognition, 2015, pp: 59-62(2015).

MustafaM. Alrjebi, Nadith Pathirage, Wanquan Liu, Ling Li Face recognition against occlusions via colour fusion using 2D-MCF model and SRC.

Paweł Tarnowski, Marcin Kołodziej, Andrzej Majkowski, RemigiuszJ. Rak “Emotion recognition using facial expressions” Procedia Computer Science, 108 (2017), pp. 1175-1184

Shwetank Arya, Pratap Pratap, Karamjit Bhatia Future of Face Recognition: A Review Procedia Computer Science, 58 (2015), pp. 578-585

Vaibhav Jain, Dinesh Patel A GPU based implementation of Robust Face detection System Procedia Computer Science, 87 (2016), pp. 156-163

Published

2021-05-30