Back to Search Start Over

Real-time face detection and recognition.

Authors :
Lekhaz, Adapa.
Sasank, V. V. S.
Rao, Y. Krishna
Source :
AIP Conference Proceedings. 2024, Vol. 2512 Issue 1, p1-11. 11p.
Publication Year :
2024

Abstract

Face Recognition and Face Detection, they've won extra importance from very vintage times within the discipline of computer vision. The packages include routinely tagging your friends' snap shots, safety within the biometrical location and many others. This generation has emerged as an appealing approach to cope with many modern-day wishes for verification of identification. The face is the only best way to differentiate each individuality. And our face is our own identity that use a folk's traits to become aware of the individual identification. On this project, we are able to be creating a real-time undertaking in which we can be schooling the model/system the use of the dataset made by means of us, firstly we can take a video of someone the usage of the webcam for seconds and then convert the video into frames, those frames are then binarized and are saved in a neighborhood database. The pics are educated the use of the Haar-cascade device mastering algorithm to become aware of the gadgets in a picture. Therefore, for face detection, Haar Cascades classifier have become used and for face popularity Eigenfaces, and nearby binary sample histograms were used. After the version is skilled, the skilled version is then linked to the webcam after which each time the man or woman suggests up his face in front of the webcam, the webcam detects and identifies the character and additionally labels the man or woman together with his name. Therefore, the person's name is labelled and also the accuracy is displayed at the top of the person's face when he shows up his face in front of the webcam. This model can be used in real-time application by using it in the school bus, making sure that no unknown person gets into the bus. This model can also be used to monitor the actions of the students. It can also be used to take attendance in corporate companies instead of scanning the ID cards where there are high rates of proxy taking place. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2512
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
174955077
Full Text :
https://doi.org/10.1063/5.0158980