A New Scene Classification Method Based on Local Gabor Features

Table 1

Classification performance of different Gabor features and kernel functions on OT dataset.

Nonlinear kernel	Gabor filter bank
	4 orientations	8 orientations	12 orientations
RBF
1 scale	76.82%	77.90%	77.65%
3 scales	78.56%	81.55%	83.06%
5 scales	81.94%	84.22%	82.58%
POLY
1 scale	73.95%	77.64%	76.78%
3 scales	79.32%	84.36%	82.82%
5 scales	81.16%	83.95%	82.78%
PMK
1 scale	80.62%	83.46%	83.35%
3 scales	83.98%	84.70%	86.06%
5 scales	85.84%	87.25%	85.42%