Descriptor Name | Number of Features | Type of Feature | Parameter Setup | Reference |
---|---|---|---|---|
Zernike Moment | 4,9,25,81 | B/W | 2nd, 4th, 8th ,16th moment orders. | [29] |
Legendre Moment | 9,25,81,289 | B/W | 2nd, 4th, 8th ,16th moment orders. | [30] |
Tchebichef Moment | 9,25,81,289 | B/W | 2nd, 4th, 8th ,16th moment orders. | [31] |
Generic Fourier | 60 | B/W | 5 angles and 12 frequencies. | [32] |
Haralick Texture | 180 | Gray-Scaled | 18 Haralick texture measurements from 8-bins gray-levels coocurence matrix (GLCM) created from 1 to 5 pixel distances with 0, 45, 90, 135 angles. | |
Gabor | 60 | Gray-Scaled | 6 levels of orientation and 5 levels of scaling. | [34] |
Daubechies4 | 30 | Gray-Scaled | 10 level wavelet decomposition | [34] |
NeurphologyJ | 13 | B/W | Contrast = 13, Soma intensity = 288, Neurite width = 5 and Particle cleanup = 15 | [3] |