Research Article
Adaptive Randomized Ensemble Tracking Using Appearance Variation and Occlusion Estimation
Table 2
ACLE (STR). The best two results are shown in bold and italic fonts. The results of some algorithm come from visual tracker benchmark [
25].
| | Sequence | TLD | CT | Frag | MIL | SCM | DFT | OAB | IVT | ℓ1T | VTD | RET | Ours |
| | Deer | 31 (0.73) | 246 (0.04) | 105 (0.21) | 101 (0.13) | 104 (0.03) | 99 (0.31) | 7 (0.96) | 183 (0.03) | 24 (0.72) | 135 (0.04) | 7 ( ) | 8 ( ) | | David | 5 (0.97) | 10 (0.43) | 82 (0.12) | 17 (0.23) | 4 (0.92) | 43 (0.23) | 22 (0.15) | 5 (0.80) | 14 (0.70) | 12 (0.68) | 6 ( ) | 5 ( ) | | Faceocc | 28 (0.83) | 26 (0.85) | 11 ( ) | 30 (0.77) | 13 ( ) | 24 (0.80) | 25 (0.91) | 18 (0.98) | 17 ( ) | 20 (0.93) | 7 ( ) | 6 ( ) | | Faceocc2 | 12 (0.83) | 19 (0.74) | 16 (0.76) | 14 (0.94) | 9 (0.87) | 8 ( ) | 20 (0.75) | 7 (0.91) | 13 (0.80) | 8 (0.99) | 9 ( ) | 9 ( ) | | Girl | 10 (0.76) | 19 (0.18) | 21 (0.54) | 14 (0.29) | 3 (0.88) | 24 (0.25) | 4 (0.94) | 22 (0.19) | 3 (0.97) | 9 (0. 65) | 19 (0.84) | 17 (0.90) | | Sylvester | 7 (0.93) | 9 (0.83) | 15 (0.69) | 15 (0.55) | 8 (0.89) | 45 (0.41) | 15 (0.68) | 34 (0.68) | 26 (0.43) | 20 (0.80) | 12 (0.80) | 12 (0.80) | | Tiger1 | 49 (0.46) | 30 (0.25) | 74 (0.31) | 109 (0.10) | 93 (0.13) | 41 (0.68) | 95 (0.10) | 107 (0.09) | 58 (0.35) | 108 (0.12) | 4 (0.92) | 4 (0.94) | | Tiger2 | 38 (0.17) | 28 (0.37) | 114 (0.12) | 27 (0.45) | 141 (0.11) | 12 (0.81) | 252 (0.14) | 105 (0.08) | 65 (0.27) | 41 (0.17) | 4 (0.96) | 4 (0.96) | | Coke | 25 (0.29) | 40 (0.10) | 125 (0.03) | 47 (0.12) | 57 (0.37) | 71 (0.09) | 36 (0.17) | 83 (0.13) | 50 (0.20) | 69 (0.14) | 13 (0.23) | 13 (0.22) | | Singer1 | 8 (0.99) | 16 (0.25) | 89 (0.22) | 16 (0.28) | 3 ( ) | 19 (0.48) | 13 (0.23) | 11 (0.68) | 53 (0.38) | 4 (0.43) | 7 (0.97) | 5 ( ) | | Singer2 | 58 (0.10) | 127 (0.08) | 89 (0.20) | 23 (0.48) | 113 (0.16) | 22 (0.70) | 186 (0.03) | 176 (0.04) | 181 (0.04) | 44 (0.45) | 82 (0.50) | 20 (0.72) | | Football | 14 (0.41) | 11 (0.79) | 5 (0.92) | 12 (0.74) | 16 (0.59) | 9 (0.84) | 72 (0.37) | 14 (0.72) | 15 (0.67) | 14 (0.77) | 7 (0.82) | 7 (0.86) | | Lemming | 16 (0.59) | 32 (0.68) | 127 (0.41) | 12 (0.81) | 186 (0.17) | 78 (0.47) | 18 (0.74) | 182 (0.17) | 178 (0.17) | 79 (0.49) | 16 (0.82) | 16 (0.82) | | Liquor | 38 (0.58) | 186 (0.21) | 100 (0.37) | 142 (0.20) | 99 (0.32) | 221 (0.23) | 69 (0.48) | 119 (0.21) | 213 (0.32) | 60 (0.58) | 13 (0.96) | 11 (0.97) | | Skating1 | 145 (0.23) | 150 (0.10) | 149 (0.12) | 139 (0.10) | 16 (0.42) | 174 (0.16) | 43 (0.34) | 247 (0.08) | 159 (0.13) | 9 (0.57) | 27 (0.52) | 16 (0.54) | | Shaking | 37 (0.40) | 80 (0.04) | 192 (0.07) | 24 (0.23) | 11 (0.90) | 26 (0.83) | 192 (0.01) | 86 (0.01) | 110 (0.04) | 9 (0.94) | 49 (0.53) | 15 (0.74) | | Waking | 10 (0.38) | 7 (0.50) | 9 (0.51) | 3 (0.54) | 2 (0.96) | 6 (0.55) | 5 (0.48) | 2 ( ) | 3 ( ) | 6 (0.81) | 3 ( ) | 2 ( ) | | Soccer | 80 (0.11) | 80 (0.13) | 111 (0.14) | 37 (0.20) | 38 (0.18) | 129 (0.20) | 92 (0.08) | 201 (0.16) | 85 (0.20) | 21 (0.21) | 93 (0.30) | 41 (0.32) | | Basketball | 137 (0.07) | 57 (0.18) | 13 (0.61) | 82 (0.26) | 294 (0.06) | 120 (0.35) | 143 (0.05) | 180 (0.08) | 115 (0.10) | 6 (0.81) | 22 (0.64) | 93 (0.35) |
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