Bio-Inspired Structure Representation Based Cross-View Discriminative Subspace Learning via Simultaneous Local and Global Alignment

Table 4

Classification results (%) of all methods on original COIL-20 dataset.

Methods	C1	C2	C3	C4
LDA	63.85 ± 1.89	61.23 ± 1.02	64.12 ± 2.07	62.77 ± 1.73
PCA	65.3 ± 0.76	63.42 ± 1.88	66.83 ± 1.45	70.31 ± 1.60
LatLRR	80.65 ± 1.57	81.7 ± 2.13	80.39 ± 1.05	86.8 ± 1.29
LPP	76.06 ± 1.17	74.6 ± 1.04	77.53 ± 1.45	78.99 ± 1.86
SRRS	85.56 ± 1.05	83.89 ± 0.63	83.47 ± 0.84	94.58 ± 0.77
RCVL	83.22 ± 0.97	79.04 ± 1.25	81.44 ± 0.75	90.23 ± 1.00
Ours	86.39 ± 0.55	84.61 ± 0.99	85.67 ± 0.26	95.06 ± 0.57