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. 2021 Nov 8;21(21):7424. doi: 10.3390/s21217424

Table 9.

Comparison of methods on self-made datasets. The results are presented in the order of experiments (i–v), and the result of using the completed architecture we proposed in Figure 2 is shown in bold text. Note: joint points (JP), module ratio (MR), vector angle (VA), keyframe sequences (KFS), keyframes (KF). For more details, see Section 4.2 and Section 4.3.

Experiment Approach Features Accuracy
(i) Module I+ IV JP 82%
(ii) Module I+ II+ IV MR+ VA 90.25%
(iii) Module I+ III+ IV JP+ KFS 86.75%
(iv) Module I+ II+ III+ IV MR+ VA+ KFS 92.13%
(v) (Module I+ II+ III)+ SVM MR+ VA+ KF 77.02%