Computational Intelligence and Neuroscience / 2012 / Article / Tab 5

Research Article

A Gabor-Block-Based Kernel Discriminative Common Vector Approach Using Cosine Kernels for Human Face Recognition

Table 5

Recognition results of different algorithms on the FERET probe sets.

MethodFERET probe sets
Fb
(%)
Fc
(%)
Dup I
(%)
Dup II
(%)

Phillips et al. [20]96825952
Local Gabor binary pattern histogram sequence, [21]98977471
Grassmann registration manifolds for face recognition, [22]98988084
Low-energized Gabor-block-based KDCV with RBF kernels (Gauss) using cosine measure.96977981
Low-energized Gabor-block-based KDCV with cosine kernels using measure.95967980
Low-energized Gabor-block-based KDCV with cosine kernels using measure.96978682
Low-energized Gabor-block-based KDCV with cosine kernels using cosine measure.98988984