Research Article
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 | | 0.7930 | 0.6491 | 0.7121‡ | 0.6197‡ | 0.6721 | 0.6362 | | 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‡ | | 0.4205 | 0.1357 | 0.3483 | 0.0519 | 0.4076 | 0.6731† | Ours | 0.6124† | 0.8376† | | | | | | 0.6593‡ |
|
|