Research Article
Visual Tracking Using an Insect Vision Embedded Particle Filter
Table 2
Center location error (CLE) (in pixels).
| Sequence | Ours | SCM | TLD | MCMC | AMCMC | AWLMC | Frag | DF | CT | CST | ASLA |
| Biker | 7 | 41 | — | 18 | 20 | 20 | 88 | 99 | 27 | 12 | 65 | Bird | 11 | 38 | — | 40 | 122 | 222 | 156 | 146 | 33 | 368 | 215 | Bolt | 4 | 512 | — | 16 | 16 | 77 | 129 | 207 | 327 | 409 | 158 | Cartoon | 20 | 68 | — | 21 | 15 | 14 | 71 | 126 | 73 | 96 | 68 | Coke | 9 | 56 | 7 | 55 | 55 | 77 | 42 | 32 | 16 | 60 | 38 | Dragon baby | 17 | 52 | — | 65 | 39 | 18 | 43 | 67 | 63 | 170 | 45 | Girl move | 7 | 282 | — | 49 | 31 | 16 | 309 | 242 | 154 | 884 | 158 | Indian dancer | 4 | 14 | 6 | 5 | 9 | 25 | 15 | 31 | 17 | 12 | 14 | Lemming | 9 | 44 | 12 | 7 | 7 | 15 | 168 | 99 | 24 | 30 | 114 | Liquor | 10 | 31 | 16 | 143 | 93 | 32 | 138 | 229 | 184 | 165 | 122 | Panda | 6 | 18 | — | 131 | 136 | 20 | 90 | 96 | 88 | 119 | 13 | Stennis | 3 | 13 | 3 | 15 | 88 | 21 | 28 | 45 | 7 | 97 | 26 | Surfer | 8 | 13 | 11 | 19 | 19 | 43 | 27 | 94 | 43 | 290 | 85 | Sylvester | 11 | 18 | 13 | 9 | 9 | 11 | 14 | 53 | 22 | 10 | 11 | Woman | 3 | 10 | 37 | 5 | 5 | 39 | 116 | 99 | 124 | 8 | 7 |
| Average CLE | 8 | 80 | 13 | 39 | 44 | 43 | 95 | 111 | 80 | 182 | 75 |
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Bold fonts indicate the top three best performances. The total number of evaluated frames is 8019.
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