Identification and Recognition of facial images
DOI:
https://doi.org/10.32628/CSEIT20651Keywords:
Principal component analysis, Face recognition, viola jones, Eigen faces, GLCM.Abstract
Face detection is the power to identify a face and recognition is the ability to recognize whose face it is by means of facial characteristics. Face is multivariate and requires a lot of mathematical summation. Almost all imperative applications use a face recognition system. There are many methods that have been already proposed which provides low recognition rate. Hence, the main task of research is to develop a face recognition system with higher recognition capability and better accuracy. This paper proposes Face recognition system by combining two techniques Viola Jones and Principal Component Analysis. An approach of Eigen faces is employed in Principle Component Analysis(PCA). The face recognition system is implemented in MATLAB.
References
- Vikram k, S.Padmavathi, “Facial parts detection using viola jones algorithm”, International conference on Advanced Computing and Communication System(ICACCS), Jan 2017.
- M.Chaudhari, G.Ramrakhiani, “,Face detection using Viola jones algorithm and neural network”, International Conference on Computing Communication Control and Automation (ICCUBEA), Aug. 2018.
- D.Meena and R.Sharan “Approach for face detection and recognition”, IEEE International Conference on Recent Advances and Innovations in Engineering, December 2016.
- TB. Patel and JT. Patel “Occlusion detection and recognizing Human Face Using Neural Network”, International Conference on Intelligent Computing and Control,2017.
- M.Sameem, T.Qasim ,K.Bakhat “Real Time Recognition Of Human Faces”, International Conference on Open Source Systems and Technologies,2016
- G.Raya1, A.Jati, R.Saputra “Analysis Realization Of Viola-Jones Method For Face Detection On CCTV Camera”, International Conference on Robotics, Biomimetics, and Intelligent Computational Systems,2107
- M.Nehru, Padmavathi “Illumination Invariant Face Detection Using Viola Jones Algorithm”, International Conference on Advanced Computing and Communication Systems, Jan 2017.
- S.Selvi, Sivakumar, Sandhya, S.Sowmiya, Ramya “Face Recognition Using Haar - Cascade Classifier For Criminal Identification”, International Journal of Recent Technology and Engineering (IJRTE), April 2019
- T.Farin, M.Shahadat, F.Sultana “ Face Recognition Using PCA Based Method”, International Conference on Advanced Management Science(ICAMS), Aug 2010.
- A.Ramdhani, P.Musa, E.Wibowo “Human Face Recognition Application Using PCA And Eigen Values”, International Conference on Informatics and Computing(ICIC), Feb 2018.
- E.Abbas, M.Safi, K.Rijab “Face Recognition Rate Using Different Classifier Method Based On PCA”, International Conference on Current Research in Computer Science and Information Technology(ICCIT), July 2017.
- V.Bandiwad, B Tekwani “ Face detection and Recognition Using Neural Network”, International Conference on Trends In Electronics and Informatics( ICEI) May 2017.
Downloads
Published
Issue
Section
License
Copyright (c) IJSRCSEIT
This work is licensed under a Creative Commons Attribution 4.0 International License.