Event-based camera denoising on N-Caltech101 BA noise 10%, Hot pixel noise 2%
96.5TPRProposed w/ Power Method
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed w/ Power MethodCT [sec]=1.882026.05 | 96.5 | 87.2 | 95.4 | |
| GNN-TransformerCT [sec]=0.772026.05 | 95.5 | 52 | 90.5 | |
| Proposed w/ EVDCT [sec]=44.202026.05 | 95.4 | 96.3 | 95.5 | |
| Density FilterCT [sec]=1.512026.05 | 95.1 | 76.4 | 93 | |
| Proposed w/ LOBPCGCT [sec]=1.392026.05 | 93.9 | 87.8 | 93.2 | |
| Centroid FilterCT [sec]=1072026.05 | 80.9 | 100 | 83.1 | |
| GNN-TransformerCT [sec]=0.622026.05 | 0.959 | 0.456 | 0.902 | |
| Proposed w/ Power MethodCT [sec]=7.152026.05 | 0.942 | 0.894 | 0.936 | |
| Proposed w/ LOBPCGCT [sec]=5.22026.05 | 0.931 | 0.898 | 0.927 | |
| Density FilterCT [sec]=0.932026.05 | 0.921 | 0.79 | 0.906 | |
| Proposed w/ EVDCT [sec]=45.122026.05 | 0.915 | 0.992 | 0.924 | |
| Centroid FilterCT [sec]=1102026.05 | 0.734 | 0.999 | 0.763 |