IITM JOURNAL OF MANAGEMENT AND IT
  • Year: 2020
  • Volume: 11
  • Issue: 1

Design of a solution for a biometric face recognition task

  • Author:
  • Kshitiz Bajagain1*, Swati Sah1**
  • Total Page Count: 8
  • Page Number: 14 to 21

1Patan College for Professional Studies in collaboration with University of Bedfodshire, U.K

*drswatisah@gmail.com

**drswatisah@gmail.com

Online published on 25 January, 2021.

Abstract

This Biometric Face Recognition is technology which uses modern machine algorithms and techniques to identify face of specific individuals under different circumstances. Face recognition is famous as well as leading problem in machine learning. The best solution to solve this problem was to develop a Biometric Face Recognition System which can give robust solution and maximum accuracy during recognition of specific face. Different machine algorithms are deployed during development of this project in order to achieve maximum accuracy

Keywords

Component, Face Recognition, Supervised Learning, Classification Problem, Artificial Neural Network (ANN), Principal Component Analysis (PCA), Validation Ratio