Sparse Representation Based Binary Hypothesis Model for Hyperspectral Image Classification

Table 1

Classification accuracy for the ROI-I using 4 unmixed samples as training set.

Class	SVMC	SRC	KSRC	SRBBHC	KSRBBHC
1	19	73	59	100	100
2	0	55	36	100	100
3	64	3	36	100	100
4	35	54	48	100	100
5	80	56	61	100	100
Background	100	91.42	100	99.73	99.92
ORR	99.40	86.54	99.49	99.73	99.92
ARR	49.67	59.01	57.33	99.95	99.98
Time	172.96	11.35	15.28	33.03	72.71