Call For Paper Volume:4 Issue:10 Oct'2017 |

Face Recognition by Multi-Dimensional Scaling(MDS)

Publication Date : 10/07/2015

Author(s) :

Gaurav Jain , Shahebaz Khan , Nikhil Jagtap , Sandip Gangurde.

Conference Name :
4th International Conference on Recent Trends in Engineering & Technology(ICRTET-2015) July 2-4,2015 Organized by SNJB's KBJ College of Engineering,Chandwad,Nashik,Maharashtra,India

Abstract :

Now a days Biometric based system is widely used for the identification and authenticate the legitimate user in the system or the various Application. Biometric data reflect the user Physiological and/or Behavior characteristics. Recently Random Projection(RP) has emerged as powerful method for dimensionality reduction. This method transform biometric data using a random matrix were the user privacy information cannot be comprised and the image could identify at the starting point .So used the biometric system that is Face Recognition by Multidimensional Scaling (MDS) which is useful in reducing feature vector size and there Computation time.MDS transform the biometric based data using Gram Matrix which compute linear independent an if and only if the gram determinant (the determinant of gram matrix)is non-zero. Face Recognition rate of Multidimensional Scaling is more than Principal Component Analysis and Random Projection Method. It Also Preserves Privacy of users.

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