Research Article
Improved Generative Adversarial Networks for Student Classroom Facial Expression Recognition
Table 5
Results of text detection by different methods.
| ā | OC | CK+ | FMEO | Acc | R | F1 | Acc | R | F1 | Acc | R | F1 |
| LBP_SVM | 0.56 | 0.55 | 0.59 | 0.65 | 0.64 | 0.60 | 0.58 | 0.54 | 0.59 | CNN | 0.67 | 0.73 | 0.71 | 0.72 | 0.61 | 0.62 | 0.71 | 0.65 | 0.61 | LSTM | 0.75 | 0.82 | 0.80 | 0.76 | 0.72 | 0.73 | 0.81 | 0.77 | 076 | Ours | 0.89 | 0.94 | 0.83 | 0.86 | 0.81 | 0.83 | 0.89 | 0.95 | 0.93 |
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