Eigen face vectors based face recognition system

The work presented here revolves around the idea of how we can improve the biometric systems with the help of facial recognition system. So in this paper face detection has been studied with various applications. An attempt is made to review this application in a different manner with Eigen face vectors. Eigen method is primarily based at discount of face dimensional vicinity and the use of PCA for facial capabilities. Basically, we will use dataset of human faces and the system will be coded in such a manner that when a face has to be searched, the system will analyse and then recognize the face from the dataset.

Authors

Publication Details

Journal
IET conference proceedings.
Published
2025-06-27
DOI
https://doi.org/10.1049/icp.2025.1587
Primary Topic
Face and Expression Recognition
Type
article
Field-Weighted Citation Impact
0.00
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article

Eigen face vectors based face recognition system

Nidhi Gaur
IET conference proceedings.
Face and Expression Recognition
article

Eigen face vectors based face recognition system

Nidhi Gaur
article en

Abstract

The work presented here revolves around the idea of how we can improve the biometric systems with the help of facial recognition system. So in this paper face detection has been studied with various applications. An attempt is made to review this application in a different manner with Eigen face vectors. Eigen method is primarily based at discount of face dimensional vicinity and the use of PCA for facial capabilities. Basically, we will use dataset of human faces and the system will be coded in such a manner that when a face has to be searched, the system will analyse and then recognize the face from the dataset.

IET conference proceedings.Vol. 2025(7)
Openalex Percentile: Top 87%
Face and Expression Recognition
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Eigen face vectors based face recognition system — Nidhi Gaur · IET conference proceedings. (2025) | TGRS Research Map | TGRS