Event Recognition on DAS
89.79AccuracyFusion CNN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fusion CNNFeature/Signal Route=Deep fusion route, Latency (ms)=12.79012026.06 | 89.79 | 89.83 | 5 | 0 | |
| Branch B CNNFeature/Signal Route=Deep single-branch route, Latency (ms)=3.34742026.06 | 86.04 | 85.89 | 12.5 | 0 | |
| Fusion Features + PSVMFeature/Signal Route=Probability-enhanced shallow fusion, Latency (ms)=0.01732026.06 | 56.46 | 57.4 | 32.5 | 3.25 | |
| MPE + ZCR + SVMFeature/Signal Route=Nonlinear handcrafted features, Latency (ms)=0.01272026.06 | 44.37 | 43.35 | 47.5 | 10.75 | |
| STFT + SVMFeature/Signal Route=Manual time–frequency features, Latency (ms)=0.01222026.06 | 41.25 | 38.39 | 36.25 | 22 |