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ResearchFormerly WizWand

Action Recognition on Walking Running database 2-class

100Recognition Rate (%)Ground-truth tracks
43.26857.996572.72587.4535Apr 19, 2012
Updated 4mo ago

Evaluation results

MethodLinks
Ground-truth tracksBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance, Use of ground-truth tracks=true2012.04100
TMBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0498.18
MS-HRBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0496.36
DK-SSD-T+RBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0496.36
DK-SSD-TR-CBackground subtraction=without, Pipeline strategy=Joint-optimization, Classification protocol=1-NN with Martin distance2012.0496.36
MS-VRBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0494.55
DK-SSD-TR-RBackground subtraction=without, Pipeline strategy=Joint-optimization, Classification protocol=Objective function value classifier2012.0492.73
MSBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0489.09
BoostBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0481.82
BoostBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0481.82
TMBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0478.18
MS-HRBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0478.18
MS-VRBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0474.55
DT-PFBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0472.73
DT-PFBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0469.09
MSBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0467.27
Human-detectorBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0450.91
Human-detectorBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.0445.45