Event-based camera denoising on N-Caltech101 BA noise 6%, Hot pixel noise 6%
96.3TPRGNN-Transformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GNN-TransformerCT [sec]=0.602026.05 | 96.3 | 31.8 | 89 | |
| GNN-TransformerCT [sec]=0.372026.05 | 95.5 | 44.5 | 90 | |
| Proposed w/ Power MethodCT [sec]=5.502026.05 | 95 | 89.2 | 94.4 | |
| Proposed w/ EVDCT [sec]=43.242026.05 | 94.5 | 99 | 95 | |
| Proposed w/ LOBPCGCT [sec]=5.32026.05 | 94 | 86.5 | 93.1 | |
| Proposed w/ Power MethodCT [sec]=2.552026.05 | 93.8 | 86.9 | 92.9 | |
| Proposed w/ EVDCT [sec]=42.772026.05 | 93.6 | 96.6 | 94 | |
| Density FilterCT [sec]=0.852026.05 | 90.7 | 67.8 | 88.3 | |
| Proposed w/ LOBPCGCT [sec]=0.812026.05 | 90.4 | 86.5 | 90 | |
| Density FilterCT [sec]=0.862026.05 | 89.4 | 70.2 | 87.3 | |
| Centroid FilterCT [sec]=1062026.05 | 80.7 | 100 | 82.8 | |
| Centroid FilterCT [sec]=1062026.05 | 72.9 | 99.9 | 75.9 |