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 3 在不同属性的OTB2015数据集上不同算法的重叠成功率曲线下面积

Tab.3 Area under curve of different algorithms on OTB2015 dataset with different attributes

算法 AUC IV SV OC DEF MB FM IPR OPR OV BC LR % 本研究 66.6 63.6 62.8 61.8 66.4 63.5 60.7 63.7 60.2 66.3 54.6 BACF 62.2 57.2 56.5 57.1 57.5 59.9 58.2 57.8 54.8 60.5 53.2 STRCF 65.2 63.1 61.4 60.5 65.2 62.8 60.2 62.6 58.3 64.7 53.8 DeepSRDCF 62.4 60.7 60.3 56.7 64.2 62.8 58.9 60.7 55.3 62.7 47.5 SRDCF 60.7 55.9 55.4 54.1 59.4 59.7 54.1 54.7 46.1 58.2 49.5 SRDCFDecon 64.7 60.7 58.8 55.2 63.9 60.6 57.3 59.1 51.0 64.1 49.2 ARCF 60.0 56.1 56.0 58.3 60.5 59.1 56.2 55.9 50.0 58.8 51.2 AutoTrack 60.4 54.2 55.5 55.9 58.5 58.3 55.4 55.5 53.4 56.2 54.0 DRCF 56.8 51.7 52.7 54.0 59.4 59.0 52.4 52.8 49.0 57.1 45.2 ECO_HC 60.3 59.2 58.7 58.7 60.4 61.8 55.3 58.7 56.0 60.3 58.9 HCF 55.0 48.5 53.3 53.0 58.5 57.0 56.6 54.0 47.4 58.5 43.9 HDT 52.9 47.7 52.2 54.0 57.7 55.5 53.6 52.8 45.3 54.4 46.3 SiamFC 57.4 55.6 54.7 51.0 55.0 56.8 55.7 55.8 50.6 52.3 59.2 FAST 59.8 52.1 53.6 51.1 50.1 50.7 53.5 56.4 47.8 58.9 50.8 SITUP 55.4 53.1 55.6 50.4 57.4 54.2 54.0 55.8 52.0 57.2 43.4 LCT 51.7 42.8 47.6 48.1 51.6 50.7 52.9 50.5 44.6 52.8 29.9 KCF 48.2 39.5 44.5 43.8 45.9 45.9 46.9 45.3 39.3 49.8 30.7