Extrinsic Least Squares Regression with Closed-Form Solution on Product Grassmann Manifold for Video-Based Recognition

Table 3

Average correct recognition rate on the UCSD video traffic dataset.

Method	Exp 1	Exp 2	Exp 3	Exp 4	Overall
gSC [14]	93.7	87.5	95.3	95.2	92.9 ± 3.7%
gLC [14]	96.8	85.9	92.2	93.7	92.2 ± 4.5%
kgSC [14]	96.8	89.1	95.3	98.4	94.9 ± 4.1%
kgLC [14]	95.2	92.2	96.9	96.8	95.3 ± 2.2%
ELSR	92.1	92.2	92.2	96.8	93.3 ± 2.3%