Kangjie Zheng, Shan Jin, ChengWei Zhang. Research on Adversarial Examples in Human Physical Rehabilitation Exercises Based on GPREGAN Framework[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2428004
- Laser & Optoelectronics Progress
- Vol. 58, Issue 24, 2428004 (2021)
Fig. 1. GPREGAN framework
Fig. 2. Network structure of generator
Fig. 3. Recognition rate of depth model. (a) CNN recognition rate; (b) LSTM recognition rate
Fig. 4. Recognition rate of depth model for adversarial examples. (a) CNN recognition rate; (b) LSTM recognition rate
Fig. 5. Distance between adversarial example and original sample. (a) CNN; (b) LSTM
Fig. 6. Recognition rate for adversarial examples. (a) CNN; (b) LSTM
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Table 1. Influence of SNR on depth model
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Table 2. Mean square error between original sample and adversarial example
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