Sparse Representation Based Binary Hypothesis Model for Hyperspectral Image Classification

Table 2

Classification accuracy for the ROI-II using around 10% labeled samples as training set.

Class	SVMC	SRC	KSRC	SRBBHC	KSRBBHC
1	99.64	99.82	100	89.01	91.62
2	5.38	100	100	92.31	94.13
3	100	98.65	98.60	93.24	93.22
Background	98.52	98.16	98.15	99.81	99.69
ORR	97.66	96.81	97.55	98.65	99.07
ARR	75.38	97.20	98.05	91.46	94.11
Time	471.45	23.91	20.15	14.69	30.91