Table 3.
A comparison of the number of estimated operations (Θ and Ω) and the real average time per frame TA among the proposed algorithm and the reference ones ATT [17] and PATT [18]. O, OTCBVS dataset; A, AMCOM dataset; AI, AIC dataset.
Dataset Seq. | ATT [17] | PATT [18] | RATT | |||
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Θ | TA (ms) | Θ | TA (ms) | Ω | TA (ms) | |
O 03-l1s1ir-1 | 44,327,745 | 1.38 | 25,529,427 | 0.6 | 1,566,894 | 0.195 |
O 03-l1s1ir-2 | 7,153,641 | 0.105 | 7,153,641 | 0.075 | F | F |
O 03-l1s2ir-1 | 18,367,074 | 0.705 | 13,108,293 | 0.615 | 5,489,448 | 0.33 |
O 03-l1s2ir-2 | 51,987,771 | 1.515 | 43,297,551 | 1.41 | 3,364,434 | 0.135 |
O 03-l1s2ir-3 | 4,810,113 | 0.195 | 2,347,884 | 0.165 | 955,431 | 0.06 |
O 03-l1s2ir-4 | 235,224 | 0.015 | 235,224 | 0.09 | 240,976 | 0.015 |
O 03-l1s3ir-1 | 18,614,277 | 0.69 | 17,466,471 | 0.975 | 842,783 | 0.225 |
O 03-l1s3ir-2 | 16,302,330 | 0.525 | 7,713,387 | 0.375 | 7,733,224 | 0.42 |
O 03-l1s3ir-3 | 6,477,372 | 0.15 | 25,256,088 | 0.87 | 4,393,722 | 0.135 |
O 03-l2s4ir-1 | 34,940,565 | 1.065 | 46,422,981 | 1.365 | 2,690,423 | 0.3 |
O 03-l2s6ir-1 | 10,475,091 | 0.3 | 116,460,927 | 4.11 | 3,333,523 | 0.24 |
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A 14-15-mantruck | 4,054,347 | 0.21 | 3,404,214 | 0.165 | 2,757,862 | 0.17 |
A 16-08-m60 | 14,668,830 | 0.42 | 6,390,252 | 0.24 | 2,848,082 | 0.20 |
A 16-08-apc | 1,512,621 | 0.18 | 1,512,621 | 0.09 | 785,195 | 0.09 |
A 16-18-apc | 5,798,925 | 0.255 | 3,130,875 | 0.21 | 2,945,375 | 0.16 |
A 16-18-m60 | 1,495,197 | 0.075 | 1,009,503 | 0.075 | 1,009,726 | 0.06 |
A 17-02-mantruck | 2,516,679 | 0.15 | 4,971,285 | 0.225 | 2,172,300 | 0.14 |
A 17-02-bradley | 2,689,830 | 0.21 | 3,391,146 | 0.18 | 1,814,151 | 0.17 |
A 18-13-m60 | 6,608,052 | 0.63 | 3,627,459 | 0.15 | 2,230,301 | 0.19 |
A 18-16-m60 | 26,278,659 | 1.23 | 3,150,477 | 0.15 | 1,592,641 | 0.14 |
A 19-06-apc | 3,338,874 | 0.165 | 3,555,585 | 0.165 | 2,046,767 | 0.17 |
A 21-17-apc | 3,528,360 | 0.225 | 3,840,903 | 0.165 | 3,542,997 | 0.24 |
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AI ir11-1 | 306,883,104 | 4.88 | 362,142,352 | 5.18 | 4,829,325 | 0.39 |
AI ir11-2 | 364,246,784 | 6.99 | 392,884,096 | 5.5 | 2,891,167 | 0.24 |