Table 4.
Summarization of works dealing with movements assessment in Toddlers.
| Work | Setup | Input | Method | Goal |
|---|---|---|---|---|
| [74] | domestic (Tariq dataset) | RGB | Random Forests | Typical/Atypical |
| [73] | Rehabilitation Environment | Multiview RGB | Faster R-CNN + LSTM + learnable fusion coefficients | 4 daily actions |
| [76] | Domestic | RGB | 2D Mask R-CNN + particle filter +CNN classifier | Atypical/Typical Trajectories |
| [78] | Domestic | RGB (from YouTube) | YOLOv3 + HOF + K-means K-means + MLP | 4 repetitive Actions |
| [77] | Domestic (SSBD dataset) | RGB | CNN + LSTM | ASD/Typical |
| [79] | domestic (Tariq dataset) | RGB | Various regressors Classifiers | ASD Features Rating |