Research Article

Wavelet-Based Dynamic Texture Classification Using Gumbel Distribution

Table 2

Experimental results with kNN classifier on the second dataset.

Wavelet
transform
FeatureNumber of training samples
461016

DWTFV + CBD92.71%94.52%97.33%99.17%
FV + KLD95.83%97.62%98.33%100.00%
DT-CWT[8] + CBD92.29%96.43%98.67%99.33%
FV + CBD96.88%98.10%99.33%100.00%
FV + KLD97.08%98.81%99.67%100.00%