Table 4.

Classification Accuracy of various texture based descriptors over a dataset KinfaceW-II.

Method	Feature	F–S	F-D	M-S	M-D	Mean
CSML	LBP	63.7	61.2	55.4	62.4	60.7
	LE	61.1	58.1	60.9	70.0	62.5
	SIFT	66.5	60.0	60.0	56.4	59.8
	TPLBP	57.3	61.5	63.2	57.0	59.7
NCA	LBP	61.7	62.2	56.4	62.4	60.7
	LE	62.1	57.1	61.9	69.0	62.3
	SIFT	67.5	61.0	61.0	57.4	60.8
	TPLBP	56.3	60.5	62.2	56.0	58.7
LMNN	LBP	62.7	63.2	57.4	63.4	61.7
	LE	63.1	58.1	62.9	70.0	63.3
	SIFT	69.5	63.0	63.0	59.4	62.8
	TPLBP	57.3	61.5	63.2	57.0	59.7
NRML	LBP	62.7	60.2	54.4	61.4	59.7
	LE	66.1	59.1	58.9	68.0	63.0
	SIFT	65.5	59.0	55.5	55.4	58.8
	TPLBP	56.3	60.5	56.0	62.2	58.7
NRML + Proposed WFBT-SBP	WFBT-SBP	77.40	77.33	77.98	77.94	77.66