Table 2.
Comparison of the number of activations m of the TM phase and the number of evaluated points S{Pe} among the proposed algorithm and the reference ones, ATT (automatic target tracking) [17] and and PATT (predictive automatic target tracking) [18]. O, OTCBVS dataset; A, AMCOM dataset; AI, AIC dataset; RATT, relevance-based ATT.
Dataset | ATT [17] | PATT [18] | RATT | Δ ATT [17] | Δ PATT [18] | |||||
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Seq. | L | STW | m | S{Pe} | m | S{Pe} | m | S{Pe} | S{Pe}% | S{Pe}% |
O 03-l1s1ir-1 | 154 | 16 × 30 | 41 | 44,649 | 23 | 25,047 | 60 | 846 | 1.89% | 3.38% |
O 03-l1s1ir-2 | 637 | 7 × 15 | 4 | 4,356 | 4 | 4,356 | F | F | - | - |
O 03-l1s2ir-1 | 557 | 10 × 22 | 27 | 29,403 | 16 | 17,424 | 69 | 648 | 2.20% | 3.72% |
O 03-l1s2ir-2 | 339 | 10 × 20 | 112 | 121,968 | 92 | 100,188 | 105 | 635 | 0.52% | 0.63% |
O 03-l1s2ir-3 | 96 | 9x 18 | 11 | 11,979 | 4 | 4,356 | 45 | 1,548 | 12.92% | 35.54% |
O 03-l1s2ir-4 | 24 | 12 × 30 | 0 | 0 | 0 | 0 | 8 | 18 | >100% | >100% |
O 03-l1s3ir-1 | 84 | 11 × 24 | 31 | 33,759 | 29 | 31,581 | 37 | 238 | 0.70% | 0.75% |
O 03-l1s3ir-2 | 787 | 8x 15 | 33 | 35,937 | 0 | 0 | 83 | 373 | 1.04% | >100% |
O 03-l1s3ir-3 | 448 | 10 × 24 | 4 | 4,356 | 40 | 43,560 | 6 | 26 | 0.60% | 0.06% |
O 03-l2s4ir-1 | 270 | 11 × 30 | 45 | 49,005 | 61 | 66,429 | 67 | 2,080 | 4.24% | 3.13% |
O 03-l2s6ir-1 | 323 | 15 × 28 | 8 | 8,712 | 124 | 135,036 | 200 | 1,382 | 15.86% | 1.02% |
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A 14-15-mantruck | 281 | 10 × 10 | 6 | 6,534 | 3 | 3,267 | 19 | 96 | 1.47% | 2.94% |
A 16-08-m60 | 290 | 13 × 7 | 60 | 65,340 | 18 | 19,602 | 32 | 2,788 | 4.27% | 14.22% |
A 16-08-apc | 80 | 14 × 8 | 3 | 3,267 | 3 | 3,267 | 5 | 11 | 0.34% | 0.34% |
A 16-18-apc | 300 | 11 × 8 | 15 | 16,335 | 1 | 1,089 | 29 | 161 | 0.99% | 14.78% |
A 16-18-m60 | 103 | 14 × 8 | 2 | 2,178 | 0 | 0 | 1 | 1 | 0.05% | >100% |
A 17-02-mantruck | 221 | 9x 9 | 2 | 2,178 | 16 | 17,424 | 39 | 1,511 | 69.38% | 8.67% |
A 17-02-bradley | 185 | 9x 9 | 5 | 5,445 | 9 | 9,801 | 6 | 132 | 2.42% | 1.35% |
A 18-13-m60 | 227 | 9x 9 | 25 | 27,225 | 8 | 8,712 | 34 | 550 | 2.02% | 6.31% |
A 18-16-m60 | 162 | 12 × 12 | 79 | 86,031 | 5 | 5,445 | 17 | 150 | 0.17% | 2.75% |
A 19-06-apc | 208 | 10 × 10 | 6 | 6,534 | 7 | 7,623 | 41 | 367 | 5.62% | 4.81% |
A 21-17-apc | 360 | 12 × 12 | 0 | 0 | 1 | 1,089 | 51 | 229 | >100% | 21.03% |
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AI ir11-1 | 263 | 21 × 40 | 93 | 180,048 | 110 | 212,960 | 147 | 8,789 | 4.88% | 4.13% |
AI ir11-2 | 155 | 25 × 37 | 101 | 195,536 | 109 | 211,024 | 103 | 2,993 | 1.53% | 1.42% |