Action Recognition on KTH (Scenario 1)
96.67AccuracyTDRC + silhouette segmentation, keyframe selection, HOG, PCA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TDRC + silhouette segmentation, keyframe selection, HOG, PCANetwork Size=6002026.05 | 96.67 | 160 | |
| Deep binarized photonic RC + HOG/PCANetwork Size=10,0002026.05 | 96 | 1,000 | |
| Bio-inspired SNN + preprocessingNetwork Size=24,0002026.05 | 95.3 | — | |
| Photonic RC + HOG/PCANetwork Size=16,3842026.05 | 91.3 | 2 |