Action Recognition on Walking Running database 2-class
100Recognition Rate (%)Ground-truth tracks
Evaluation Results
| Method | Links | |
|---|---|---|
| Ground-truth tracksBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance, Use of ground-truth tracks=true2012.04 | 100 | |
| TMBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 98.18 | |
| MS-HRBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 96.36 | |
| DK-SSD-T+RBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 96.36 | |
| DK-SSD-TR-CBackground subtraction=without, Pipeline strategy=Joint-optimization, Classification protocol=1-NN with Martin distance2012.04 | 96.36 | |
| MS-VRBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 94.55 | |
| DK-SSD-TR-RBackground subtraction=without, Pipeline strategy=Joint-optimization, Classification protocol=Objective function value classifier2012.04 | 92.73 | |
| MSBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 89.09 | |
| BoostBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 81.82 | |
| BoostBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 81.82 | |
| TMBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 78.18 | |
| MS-HRBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 78.18 | |
| MS-VRBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 74.55 | |
| DT-PFBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 72.73 | |
| DT-PFBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 69.09 | |
| MSBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 67.27 | |
| Human-detectorBackground subtraction=with, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 50.91 | |
| Human-detectorBackground subtraction=without, Pipeline strategy=Track then recognize, Classification protocol=1-NN with Martin distance2012.04 | 45.45 |