Table 4 Comparison of combined classifying models
Methods | Year | Dataset | Feature | Algorithm | Accuracy % |
|---|---|---|---|---|---|
[98] | 2023 | Bochum Emotional Stimulus Set | Full body, particularly the hand | Isolated Body Part Emotion Recognition algorithm | 64.7 |
[104] | 2022 | ORL Face Database from ATT and FEI dataset | Face and Hand | SVM | 98.03 |
[99] | 2021 | Driver Monitoring Dataset and AUC | Full body | Two different pre-trained CNNs, VGG-19 and Inception-v3 | 96 |
[106] | 2019 | QVGA ToF image sequences | Body Key Points | 3D CNN-LSTM | 85 |