Image Object Recognition via Deep Feature-Based Adaptive Joint Sparse Representation

Table 1

Recognition rate (%) on extended YaleB data set.

Dimensions	25	50	75	100	150
LR	75.97	84.39	88.21	89.09	91.14
ESRC	73.86	85.33	88.37	90.20	91.20
CRC	59.64	79.13	84.39	88.82	92.64
SRC	72.98	85.22	88.43	90.48	92.30
RRC	79.40	85.77	90.03	90.81	93.74
DLRR	85.44	89.81	89.92	92.25	93.05
SDD	89.70	92.03	92.41	92.69	92.75
D-AJSR(8)	93.16	96.05	96.84	96.58	97.37