Table 4.
Catagory | # Actions | Evaluation | fps | Temporal range | |||
---|---|---|---|---|---|---|---|
Sub-sequence | Full sequence | ||||||
Recall | # Frames | Recall | |||||
Key pose | Weinland and Boyer, 2008 | 10 | LOSO | – | – | – | 93.6 |
Baysal et al., 2010 | 9 | LOO | – | – | – | 92.6 | |
Cheema et al., 2011 | 9 | LOO | – | – | – | 91.6 | |
Chaaraoui et al., 2013 | 9 | LOSO | 124 | – | – | 92.8 | |
Liu et al., 2013 | 10 | LOSO | – | – | – | 100 | |
Single frame | Niebles and Fei-Fei, 2007 | 9 | LOSO | – | 55 | 1 | 72.8 |
Fathi and Mori, 2008 | 10 | LOO | 0.25–5 | 99.9 | 1 | 100 | |
Schindler and van Gool, 2008 | 9 | LOSO | – | 93.5 | 1 | 100 | |
Hoai et al., 2011 | 10 | LOSO | – | 87.7 | 1 | – | |
Full sequence | Jhuang et al., 2007 | 9 | – | 0.83 | – | – | 98.8 |
Klaser et al., 2008 | 10 | LOSO | – | – | – | 84.3 | |
Grundmann et al., 2008 | 9 | LOAO | – | – | – | 94.6 | |
Ikizler and Duygulu, 2009 | 9 | LOO | – | – | – | 100 | |
Bregonzio et al., 2009 | 10 | LOSO | – | – | – | 96.7 | |
Sun and Liu, 2012 | 10 | LOO | – | – | – | 97.8 | |
Beaudry et al., 2016 | 10 | LOO | 51.63 | – | – | 100 | |
Presented approach | 10 | LOSO | 1, 000 | 82.2 | 1 | 92.2 |
Bold values indicate maximum recall/fps values per column.