Online Learning Discriminative Dictionary with Label Information for Robust Object Tracking

Table 3

Average tracking success rate. The best three results are marked by *, ^†, and ^‡.

	Animal	Car11	Girl	Jumping	Cliffbar	Caviar	Football	Woman
IVT	0.2166	0.8077	0.4262	0.2826	0.5648	0.1435	0.5573	0.0777
L1	0.0386	0.4353	0.3263	0.0927	0.1993	0.1387	0.5732	0.1262
PN	0.4118	0.3761	0.5770	0.6904	0.3798	0.1632	0.5049	0.4616
VTD	0.5771	0.4320	0.5125	0.0797	0.3292	0.1519	0.6165	0.1181
MIL	0.2129	0.1745	0.5197	0.5267	0.4622	0.1330	0.5760	0.1290
Frag	0.0764	0.0857	0.6887^†	0.1383	0.1337	0.1334	0.5210	0.1270
MTT	0.5185	0.7537	0.6338	0.2318	0.3073	0.1420	0.6643	0.1251
SCM	0.6081	0.6949	0.6791^‡	0.7174^†	0.6533^†	0.8332^‡	0.8296^†	0.1728
ASLA	0.6198^∗	0.7930	0.6491	0.7121^‡	0.6197^‡	0.6721	0.6362	0.7929^∗
CT	0.5250	0.5306	0.5108	0.1531	0.3852	0.1727	0.6994^‡	0.1202
LSST	0.5750	0.8106^‡	0.1199	0.6540	0.5648	0.8510^†	0.6888	0.1622
ONND	0.6095^‡	0.8425^∗	0.4205	0.1357	0.3483	0.0519	0.4076	0.6731^†
Ours	0.6124^†	0.8376^†	0.6908^∗	0.7201^∗	0.7986^∗	0.8540^∗	0.8308^∗	0.6593^‡