Haiyang Xu, Jun Kong, Min Jiang, Baofeng Zan. Action Recognition Based on Histogram of Spatio-Temporal Oriented Principal Components[J]. Laser & Optoelectronics Progress, 2018, 55(6): 061009
- Laser & Optoelectronics Progress
- Vol. 55, Issue 6, 061009 (2018)
Fig. 1. Steps of HSTOPC descriptor generation
Fig. 2. Action sequences of 3D point clouds of (a) high throw and (b) draw circle
Fig. 3. Multi-scale temporal overlap segmentation method of HSTOPC
Fig. 4. Confusion matrix of the HOPCT+WHL algorithm by experiment setting of 5/5 on MSR action 3D dataset
|
Table 1. Recognition rate comparison on MSR Action3D dataset
|
Table 2. Comparison of experimental results with different methods
|
Table 3. Accuracy comparison on MSR Action3D dataset
|
Table 4. Accuracy Comparison with other description on UWA3D datasets
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20