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Table 1 Image features

From: Wndchrm – an open source utility for biological image analysis

Image Features
Transform Radon Chebyshev statistics Gabor Multi-scale histograms First 4 moments Tamura texture Edge statistics Object statistics Zernike Haralick Chebyshev-Fourier
Raw Pixels Both Both Both Both Both Both Both Both Both Both Both
FFT Both Both None Both Both Both None None Both Both Both
Chebyshev Both Large None Both Both Both None None Large Both Large
Wavelet Large Large None Both Both Both None None Large Both Large
FFT-Chebyshev Both Large None Both Both Both None None None Both None
FFT-Wavelet Large Large None Both Both Both None None None Both None
Edge Large Large None Large Large Large None None Large Large Large
Edge-Fourier Large Large None Large Large Large None None Large Large Large
Edge-Wavelet Large Large None Large Large Large None None Large Large Large
Chebyshev-FFT Large None None Large Large Large None None None Large None
Wavelet-FFT Large None None Large Large Large None None None Large None
  1. The image features extracted from the different image transforms in the smaller and larger feature sets. For each type of image feature extracted from each transform the table specifies whether these features are extracted in the smaller feature set, larger feature set, both sets, or none of the sets.