IEEE Geoscience and Remote Sensing Magazine - March 2022 - 151

VC (336)
FM (91)
0.4
0.5
0.6
0.7
0.8
0.2
0.3
0.1
01020304050
Location-Error Threshold
ARCF-HC [0.678]
ECO-HC [0.677]
AutoTrack [0.676]
CSR-DCF [0.672]
STRCF [0.657]
ARCF-H [0.650]
MCCT-H [0.645]
BACF [0.636]
Staple_CA [0.625]
Staple [0.612]
SRDCF [0.607]
0.4
0.5
0.6
0.7
0.8
0.2
0.3
0.1
0 0.2
0.4
ECO-HC [0.469]
ARCF-HC [0.468]
AutoTrack [0.464]
STRCF [0.455]
CSR-DCF [0.446]
ARCF-H [0.443]
BACF [0.440]
MCCT-H [0.438]
Staple_CA [0.423]
SRDCF [0.421]
SRDCFdecon [0.418]
(a)
Overlap Threshold
Staple [0.415]
KCC [0.394]
DSST [0.389]
fDSST [0.385]
SAMF_CA [0.383]
SAMF [0.366]
LCT2.0 [0.329]
CN [0.313]
DCF [0.307]
KCF [0.307]
SRDCFdecon [0.597]
KCC [0.589]
SAMF_CA [0.577]
DSST [0.574]
fDSST [0.567]
SAMF [0.563]
LCT2.0 [0.536]
CN [0.519]
KCF [0.506]
DCF [0.505]
VC (336)
0.4
0.5
0.6
0.7
0.8
0.2
0.3
0.1
0.6 0.8 10 0.2
0.4 0.6 0.8 1
Overlap Threshold
ARCF-HC [0.444]
ECO-HC [0.440]
STRCF [0.434]
AutoTrack [0.432]
CSR-DCF [0.420]
MCCT-H [0.406]
Staple_CA [0.403]
BACF [0.402]
Staple [0.402]
SRDCFdecon [0.398]
SRDCF [0.396]
(b)
FIGURE 7. The tracking results of each tracker under different attributes. (a) VC and (b) FM. The number after the attribute indicates the total
number of sequences with the specific attribute, e.g., the total number of sequences with the FM attribute in the six benchmarks is 69. The ranking
standard in the precision plot is the precision (DP) under CLE = 20 pixels, and the standard in the success-rate plot is the AUC. (Continued)
MARCH 2022 IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
151
ARCF-H [0.395]
KCC [0.376]
fDSST [0.358]
DSST [0.344]
SAMF_CA [0.341]
SAMF [0.327]
CN [0.259]
LCT2.0 [0.257]
DCF [0.251]
KCF [0.245]
0.4
0.5
0.6
0.7
0.8
0.2
0.3
0.1
01020304050
Location-Error Threshold
ARCF-HC [0.621]
CSR-DCF [0.620]
ECO-HC [0.606]
STRCF [0.606]
AutoTrack [0.605]
MCCT-H [0.578]
Staple_CA [0.566]
BACF [0.564]
ARCF-H [0.563]
Staple [0.560]
SRDCF [0.544]
KCC [0.540]
SRDCFdecon [0.534]
SAMF_CA [0.496]
fDSST [0.489]
SAMF [0.478]
DSST [0.472]
CN [0.430]
LCT2.0 [0.404]
DCF [0.384]
KCF [0.379]
FM (91)
Success Rate
Precision
Success Rate
Precision

IEEE Geoscience and Remote Sensing Magazine - March 2022

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