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Advances in Multimedia

Advances in Multimedia / 2018 / Article / Tab 1

Research Article

Learning a Mid-Level Representation for Multiview Action Recognition

Table 1

Action recognition accuracy comparison with state-of-the-art methods for both multiview action recognition and single-view action recognition on the IXMAS dataset.
Method View 1View 2View 3View 4View 5AverageMultiview
Junejo et al. [26]76.4%77.6%73.6%68.8%66.1%72.5%72.7%
Weinland et al. [27]85.8%86.4%88.0%88.2%74.7%84.6%83.5%
Wu et al. [28]81.9%80.1%77.1%77.6%73.4%78.0%–
Chaaraoui et al. [18]––––––85.9%
Liu et al. [25]84.5%84.7%88.0%82.9%83.4%84.7%88.0%
Pehlivan and Forsyth [11]81.3%86.3%86.3%85.9%77.6%83.5%72.5%
Aryanfar et al. [29]––––––88.1%
Hsu et al. [17]––––––81.8%
Chun and Lee [15]––––––83.0%
Wang et al. [30]––––––84.9%
Sargano et al. [20]––––––89.7%
Our method89.6%88.4%85.8%78.2%86.9%85.8%90.3%