Research Article
Wavelet-Based Dynamic Texture Classification Using Gumbel Distribution
Table 2
Experimental results with kNN classifier on the second dataset.
| Wavelet transform | Feature | Number of training samples | 4 | 6 | 10 | 16 |
| DWT | FV + CBD | 92.71% | 94.52% | 97.33% | 99.17% | FV + KLD | 95.83% | 97.62% | 98.33% | 100.00% | DT-CWT | [8] + CBD | 92.29% | 96.43% | 98.67% | 99.33% | FV + CBD | 96.88% | 98.10% | 99.33% | 100.00% | FV + KLD | 97.08% | 98.81% | 99.67% | 100.00% |
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