Used Filters:

  • Gaussian filter (5 different sigma) = 5 feature dimensions
  • Sobel filter (5 sigma) = 5 feature dimension
  • Gabor filter (6 theta, 1 different sigma, 2 different frequencies) = 12 feature dimensions
  • Hessian filter (1 sigma) = 3 feature dimensions (one for derivative in direction xx, one for derivative in direction xy and one for derivative in direction yy)