Research Article
Online Learning Discriminative Dictionary with Label Information for Robust Object Tracking
Table 2
Average center location error (in pixel). The best three results are marked by *, †, and ‡.
| | Animal | Car11 | Girl | Jumping | Cliffbar | Caviar | Football | Woman |
| IVT | 127.5 | 2.1058 | 48.4739 | 36.8024 | 24.8112 | 65.9575 | 13.61 | 173.28 | L1 | 171.4 | 33.252 | 62.4351 | 92.3931 | 49.6003 | 65.6717 | 18.17 | 130.615 | PN | 25.65 | 25.113 | 23.1583 | | 11.2504 | 44.4463 | 13.54 | 17.9335 | VTD | 11.92 | 27.055 | 21.4425 | 62.9881 | 34.5553 | 58.2016 | 4.300‡ | 118.49 | MIL | 66.46 | 43.465 | 32.2088 | 9.8941 | 13.3477 | 100.186 | 13.66 | 124.51 | Frag | 92.09 | 63.922 | 18.0463 | 58.4481 | 48.6741 | 116.06 | 17.21 | 100.41 | MTT | 15.86 | 2.8024 | 23.8883 | 34.4735 | 46.1711 | 64.9936 | 9.842 | 134.02 | SCM | 10.02 | 2.5200 | | 4.0973‡ | 7.7062‡ | 2.8980† | 3.899† | 143.59 | ASLA | | 1.7824‡ | 16.1827‡ | 4.2797 | 5.6058† | 5.5937 | 14.94 | | CT | 19.85 | 8.3523 | 32.9341 | 42.9961 | 23.4202 | 35.7958 | 8.138 | 114.83 | LSST | 10.05 | 1.8700 | 73.1139 | 4.7716 | 23.3066 | 3.0729‡ | 7.574† | 116.43 | ONND | 8.443‡ | 1.5816† | 27.8825 | 36.6116 | 29.6067 | 63.3374 | 20.37 | 7.1114† | Ours | 8.021† | | 10.3670† | 4.0786† | | | | 7.9432‡ |
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