Research Article

Dimension Reduction Using Samples’ Inner Structure Based Graph for Face Recognition

Table 2

Mean accuracy values of LPP and SISG-LPP on the YALE database. The numbers in parentheses are the corresponding feature dimensions with the best results after dimensionality reduction.

/ / / / / / /

LPP61.36 ( )67.42 ( )74.67 ( )77.20 ( )78.51 ( )79.37 ( )81.33 ( )
SISG-LPP66.93 ( )71.63 ( )75.43 ( )78.36 ( )79.33 ( )80.20 ( )82.40 ( )