Volume : III, Issue : XII, December - 2013

Algorithms of Feature Based and Image Based Face Recognition

Ambika Ramchandra, Ravindrakumar

Abstract :

The face recognition algorithms can be divided in two main categories, feature based and image based. Feature based algorithms consider only few important fiducial points to recognize face image. Image based algorithm consider full face as an input to recognize face image. One algorithm from each type is discussed in this paper. Elastic bunch graph algorithm for feature based category and PCA algorithm for image based category are given. Purpose of PCA is to reduce the large dimensionality of the data space to the smaller intrinsic dimensionality of feature space, independent variable.  

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Article: Download PDF   DOI : 10.36106/ijar  

Cite This Article:

Ambika Ramchandra, Ravindrakumar Algorithms of Feature Based and Image Based Face Recognition Indian Journal of Applied Research, Vol.III, Issue.XII Dec 2013

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