International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 141

Research Paper | Pattern Recognition | India | Volume 8 Issue 1, January 2019


Human Face Recognition Using PCA with BPNN

Shikhar Choudhary, Rahul Moriwal


Abstract: In this research paper we have developed a human face recognition system using principal component analysis (PCA) with back propagation neural network (BPNN). There are many techniques have been used since now for this purpose but here in this research paper our approach has concluded that principal component analysis with back propagation neural network worked even better than the individual principal component analysis. Thus we have developed a face recognition system for human beings using both above techniques.


Keywords: Biometrics, Face detection and recognition, Principal Component Analysis, Euclidean distance, Eigen faces, Back Propagation Neural Network, MATLAB


Edition: Volume 8 Issue 1, January 2019,


Pages: 867 - 874


How to Cite this Article?

Shikhar Choudhary, Rahul Moriwal, "Human Face Recognition Using PCA with BPNN", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=ART20194349, Volume 8 Issue 1, January 2019, 867 - 874

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Biometrics'

Downloads: 176

Research Paper, Pattern Recognition, India, Volume 8 Issue 1, January 2019

Pages: 348 - 355

Human Face Recognition System Using PCA

Shikhar Choudhary, Rahul Moriwal, Dr. Prof Sanjay Bansal

Share this Article

Downloads: 229

Survey Paper, Pattern Recognition, India, Volume 8 Issue 2, February 2019

Pages: 102 - 116

Survey & Review of Face Recognition Techniques Using MATLAB

Shikhar Choudhary, Rahul Moriwal

Share this Article

Similar Articles with Keyword 'MATLAB'

Downloads: 102

M.Tech / M.E / PhD Thesis, Pattern Recognition, India, Volume 6 Issue 7, July 2017

Pages: 2052 - 2059

Comparative Analysis of Text Detection using SVM, KNN and NN

Saurabh Gupta, Dr. Sunil Nijhawan

Share this Article

Downloads: 176

Research Paper, Pattern Recognition, India, Volume 8 Issue 1, January 2019

Pages: 348 - 355

Human Face Recognition System Using PCA

Shikhar Choudhary, Rahul Moriwal, Dr. Prof Sanjay Bansal

Share this Article
Top