Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015

Implementation of a Face Recognition System Based on Matlab and LabVIEW

Authors
Tao Zhang, Yanqiu Cui, Yaning Yang
Corresponding Author
Tao Zhang
Available Online December 2015.
DOI
https://doi.org/10.2991/icmmcce-15.2015.74How to use a DOI?
Keywords
Implement of a Face Recognition System Based on Matlab and LabVIEW
Abstract
A face recognition system based on Matlab and LabVIEW is designed in this paper, which is implemented by mixed programming of LabVIEW and Matlab. This system is composed of image acquisition module, image preprocessing module and face recognition module. Face acquisition module is mainly consisted of several subVIs of NI vision image processing module in LabVIEW. Face image preprocessing is to normalize the face image. Face recognition adopts the eigenface method to recognize faces. By extracting low dimensional part of the face with K-L transformation feature subspace of the face is generated. In recognition, the collected image will be projected into this space, and a group of projection coefficients are obtained. Then they will be compared with every face image in training base. At last, the system will find the smallest gap and the identification is completed. The collected face image, the most similar face found in the training base and the face image number will be shown as the final result. Experiments show that the recognition system can recognize persons’ identity accurately.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
2015 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering
Part of series
Advances in Computer Science Research
Publication Date
December 2015
ISBN
978-94-6252-133-9
DOI
https://doi.org/10.2991/icmmcce-15.2015.74How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Tao Zhang
AU  - Yanqiu Cui
AU  - Yaning Yang
PY  - 2015/12
DA  - 2015/12
TI  - Implementation of a Face Recognition System Based on Matlab and LabVIEW
BT  - 2015 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering
PB  - Atlantis Press
UR  - https://doi.org/10.2991/icmmcce-15.2015.74
DO  - https://doi.org/10.2991/icmmcce-15.2015.74
ID  - Zhang2015/12
ER  -