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 |