IEEE Geoscience and Remote Sensing Magazine - March 2022 - 152

LR (116)
OCC (237)
0.4
0.5
0.6
0.7
0.8
0.2
0.3
0.1
01020304050
Location-Error Threshold
AutoTrack [0.700]
ARCF-HC [0.696]
CSR-DCF [0.686]
ECO-HC [0.684]
Staple [0.677]
MCCT-H [0.676]
Staple_CA [0.673]
ARCF-H [0.672]
STRCF [0.671]
BACF [0.651]
KCC [0.638]
0.4
0.5
0.6
0.7
0.8
0.2
0.3
0.1
0 0.2
0.4
AutoTrack [0.457]
ARCF-HC [0.455]
ECO-HC [0.442]
STRCF [0.440]
Staple [0.431]
MCCT-H [0.430]
Staple_CA [0.421]
CSR-DCF [0.418]
BACF [0.416]
SRDCFdecon [0.415]
ARCF-H [0.413]
(c)
Overlap Threshold
SRDCF [0.409]
KCC [0.406]
DSST [0.397]
fDSST [0.382]
SAMF_CA [0.364]
SAMF [0.346]
CN [0.297]
LCT2.0 [0.291]
DCF [0.274]
KCF [0.272]
DSST [0.635]
SRDCF [0.627]
SRDCFdecon [0.624]
SAMF_CA [0.615]
fDSST [0.612]
SAMF [0.582]
CN [0.532]
LCT2.0 [0.508]
DCF [0.475]
KCF [0.475]
LR (116)
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
ECO-HC [0.459]
STRCF [0.451]
ARCF-HC [0.447]
AutoTrack [0.436]
CSR-DCF [0.431]
MCCT-H [0.429]
ARCF-H [0.421]
Staple_CA [0.418]
BACF [0.416]
SRDCFdecon [0.413]
Staple [0.412]
(d)
FIGURE 7. (Continued) The tracking results of each tracker under different attributes. (c) LR and (d) OCC. 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 successrate
plot is the AUC. (Continued)
152
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE MARCH 2022
SRDCF [0.409]
KCC [0.385]
SAMF_CA [0.375]
DSST [0.369]
fDSST [0.367]
SAMF [0.354]
LCT2.0 [0.317]
DCF [0.296]
CN [0.294]
KCF [0.294]
0.4
0.5
0.6
0.7
0.8
0.2
0.3
0.1
01020304050
Location-Error Threshold
ECO-HC [0.651]
STRCF [0.638]
CSR-DCF [0.635]
ARCF-HC [0.634]
AutoTrack [0.622]
MCCT-H [0.615]
ARCF-H [0.608]
Staple_CA [0.597]
Staple [0.590]
BACF [0.587]
SRDCF [0.579]
SRDCFdecon [0.574]
SAMF_CA [0.558]
KCC [0.558]
DSST [0.529]
SAMF [0.521]
fDSST [0.519]
LCT2.0 [0.500]
CN [0.466]
DCF [0.460]
KCF [0.456]
OCC (237)
Success Rate
Precision
Success Rate
Precision

IEEE Geoscience and Remote Sensing Magazine - March 2022

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