Integrating Globality and Locality for Robust Representation Based Classification

Table 3

Rates of classification errors of different methods on the illumination variation subset of CMU PIE face database.

	1	2	3
The proposed method (𝛾=1.0)	0.1080	0.0542	0.0049
The proposed method (𝛾=0.85)	0.1117	0.0503	0.0049
The proposed method (𝛾=0.70)	0.1132	0.0479	0.0032
CRC	0.1610	0.0975	0.0080
LRC	0.1382	0.1060	0.0849
INNC	0.1610	0.0588	0.0049
LDA	—	0.1262	0.0131
SRC	0.1610	0.1370	0.0179