Table 5.

Comparisons between ELM and SVM/LS-SVM in terms of VOR (%) and Fps. CSR, constrained sparse representation.

Sequence	ELM + CSR	SVM + CSR	LS-SVM + CSR
Car4	0.89	0.78	0.76
Car11	0.85	0.76	0.74
Singer1	0.83	0.65	0.69
Caviar1	0.82	0.81	0.85
Caviar2	0.85	0.75	0.73
Occlusion1	0.85	0.56	0.51
Occlusion2	0.82	0.57	0.53
Mhyang	0.79	0.71	0.73
Girl	0.71	0.54	0.42
DavidIndoor	0.61	0.56	0.59
Dudek	0.69	0.63	0.61
Dog1	0.83	0.74	0.76
CarScale	0.79	0.75	0.71
boy	0.84	0.76	0.73
Average	0.80	0.68	0.67
Fps	7	1	6