Fault diagnosis of induction motors utilizing local binary pattern-based texture analysis

EURASIP Journal on Image and Video Processing

Table 5 Individual fault classification accuracy of the operators for SNR = 10 dB

Feature extraction operator	Classification accuracy (%) for different fault categories
	AMIS	BRB	NOM	FBO	RUN	PMIS	PUN	BRS
LBP_8,1	100	100	91.67	100	25	100	100	100
CLBP_S _8,1_M _8,1	100	100	91.67	100	16.67	100	100	100
CLBP_S _8,1 ^ri_M _8,1 ^ri	100	100	0	100	58.33	100	66.67	100
CLBP_S _8,1 ^{riu 2}_M _8,1 ^{riu 2}	100	100	0	100	91.67	100	91.67	100