A New Scene Classification Method Based on Local Gabor Features

Table 2

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

Nonlinear kernel	Gabor filter bank
	4 orientations	8 orientations	12 orientations
RBF
1 scale	73.15%	73.56%	73.26%
3 scales	74.14%	78.53%	77.25%
5 scales	77.82%	79.74%	78.16%
POLY
1 scale	69.42%	73.26%	72.36%
3 scales	74.96%	79.84%	78.44%
5 scales	76.74%	78.55%	78.37%
PMK
1 scale	76.28%	79.16%	78.86%
3 scales	79.54%	80.48%	81.54%
5 scales	81.42%	82.74%	81.08%