基于通道可靠性和异常抑制的目标跟踪算法
|
|
国强,吴天昊,徐伟,KALIUZHNYMykola
|
Target tracking algorithm based on channel reliability and aberrance repression
|
|
Qiang GUO,Tian-hao WU,Wei XU,Mykola KALIUZHNY
|
|
| 表 1 各算法在3个数据集上的平均跟踪速度对比 |
| Tab.1 Comparison of average tracking speed of different algorithms on three datasets |
|
| 算法 | $v $ | | OTB2015 | TempleColor128 | UAV20L | | 帧/s | | 本研究 | 21.90 | 19.48 | 17.25 | | BACF | 35.44 | 36.75 | 27.13 | | STRCF | 24.28 | 21.31 | 19.17 | | SRDCF | 7.60 | 8.42 | 6.04 | | SRDCFDecon | 2.01 | 3.09 | 3.38 | | ARCF | 17.80 | 16.49 | 16.08 | | AutoTrack | 28.44 | 27.52 | 23.46 | | DRCF | 25.25 | 29.61 | 27.12 | | ECO_HC | 59.39 | 58.64 | 63.21 | | HCF | 1.97 | 1.92 | 6.70 | | HDT | 3.69 | 3.57 | 2.88 | | FAST | 72.87 | 44.94 | 82.12 | | SITUP | 27.79 | 19.52 | 10.61 | | LCT | 22.79 | 25.26 | 29.54 | | KCF | 234.19 | 240.64 | 235.62 |
|
|
|