An efficient Real Time Multi View Face Recognition System

  • Authors

    • Dr. Aymen Dawood Salman
    • Dr. Saman Hamid
    • Dr. Ghaida Muttasher Abdulsaheb
    • Noor Dheayah Jaffar
    https://doi.org/10.14419/ijet.v7i4.15.21385
  • Face Recognition, Euclidean Distance, Viola and jones’s, HOG, PCA.
  • In recent years, the biometrics environment has received considerable attention at the global level. One of the most important biometrics is the face recognition. Viola and Jones algorithm is used for front face detection. Facial side images detected through the skin detection methodology. For features extraction step, Histogram oriented gradient (HOG) algorithm is used. This paper suggested using Raspberry pi3 platform in the real time multi-face recognition system to connect three cameras. In the recognition step, Support Vector Machine (SVM) used and compared with the performance of the principal component analysis algorithm (PCA). The system is tested on multiple images of the FEI database.

     

     

  • References

    1. [1] L. S. Balasuriya and Dr. N. D. Kodikara,â€Frontal View Human Face Detection and Recognitionâ€.2001

      [2] Kresimir Delac 1, Mislav Grgic 2, Panos Liatsis 3, “Appearance-based Statistical Methods for Face Recognitionâ€.2005

      [3] R. Naik , K. Lad , “Face Recognition from Multi Angled Images “.2015

      [4] R. Rouhi1, M.Amiri2 and Behzad Irannejad3, “A Review on Feature Extraction Techniques in Face Recogmitionâ€.2012

      [5] J.Kumari1 and R. Rajesh2,†Facial Expression Recognition Using Histogram of Oriented Gradientsâ€.2014

      [6]M. Parisa Beham, S. Mohamed Mansoor Roomi,â€Face Recognition Using Appearance Based Approach†A Literature Survey.2012

      [7] Y. Li, Shaogang Gong, Jamie Sherrah, Heather Liddell,†Support vector machine based multi-view face detection and recognitionâ€.2004

      [8] N.T. Deshpande and Dr. S. Ravishankar,†Face Detection and Recognition using Viola-Jones algorithm and Fusion of PCA and ANNâ€.2017

      [9] HANI K. AL-MOHAIR, JUNITA MOHAMAD-SALEH* AND SHAHREL AZMIN SUANDI†Impact of Color Space on Human Skin Color Detection Using an Intelligent Systemâ€.2013

      [10] Akshay N. Patil 1, Rohit B. Ranavare2, Dayasagar V. Ballal3,Asst. Prof. P. P. Kotekar4†RASPBERRY PI BASED FACE RECOGNITION SYSTEM FOR DOOR UNLOCKINGâ€.2016

      [11] http://fei.edu.br/~cet/facedatabase.html

      [12]http://jireren.github.io/blog/2016/02/27/face-recognition-system-based-on-raspberry-pi-2

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  • How to Cite

    Aymen Dawood Salman, D., Saman Hamid, D., Ghaida Muttasher Abdulsaheb, D., & Dheayah Jaffar, N. (2018). An efficient Real Time Multi View Face Recognition System. International Journal of Engineering & Technology, 7(3.15), 373-379. https://doi.org/10.14419/ijet.v7i4.15.21385