Multiview Layer Fusion Model for Action Recognition Using RGBD Images

Table 6

Precision results of our study and others emphasizing profile-based action recognition using different methods and datasets.

Method	Precision rate of action (%)
	Standing	Walking	Sitting	Stooping	Lying	Average
P. Chawalitsittikul et al. [70]	98.00	98.00	93.00	94.10	98.00	96.22
N. Noorit et al. [71]	99.41	80.65	89.26	94.35	100.0	92.73
M. Ahmad et al. [72]	-	89.00	85.00	100.0	91.00	91.25
C. H. Chuang et al. [73]	-	92.40	97.60	95.40	-	95.80
G. I. Parisi et al. [74]	96.67	90.00	83.33	-	86.67	89.17
N. Sawant et al. [75]	91.85	96.14	85.03	-	-	91.01
Our method on PSU dataset	99.31	99.31	98.59	92.72	90.65	95.32