Package pyvision :: Package other :: Module texture

Module texture

Created on Jan 15, 2011

Author: bolme

Functions

lbp(im, pattern=[[-1.0, -1.0], [0.0, -1.0], [1.0, -1.0], [1.0, 0.0], [1.0, 1.0...)
Conduct an LBP transformation on the image. source code

Variables

[hide private]

LBP_CLASSIC = [[-1.0, -1.0], [0.0, -1.0], [1.0, -1.0], [1.0, 0...

LBP_RAD1 = array([[ 0.00000000e+00, 1.00000000e+0...

LBP_RAD2 = array([[ 0.00000000e+00, 2.00000000e+0...

LBP_RAD3 = array([[ 0.00000000e+00, 3.00000000e+0...

LBP_RAD4 = array([[ 0.00000000e+00, 4.00000000e+0...

LBP_RAD8 = array([[ 0.00000000e+00, 8.00000000e+0...

__package__ = 'pyvision.other'

Variables Details

[hide private]

LBP_CLASSIC

Value:

[[-1.0, -1.0],
 [0.0, -1.0],
 [1.0, -1.0],
 [1.0, 0.0],
 [1.0, 1.0],
 [0.0, 1.0],
 [-1.0, 1.0],
 [-1.0, 0.0]]

LBP_RAD1

Value:

array([[  0.00000000e+00,   1.00000000e+00],
       [  7.07106781e-01,   7.07106781e-01],
       [  1.00000000e+00,   6.12323400e-17],
       [  7.07106781e-01,  -7.07106781e-01],
       [  1.22464680e-16,  -1.00000000e+00],
       [ -7.07106781e-01,  -7.07106781e-01],
       [ -1.00000000e+00,  -1.83697020e-16],
       [ -7.07106781e-01,   7.07106781e-01]])

LBP_RAD2

Value:

array([[  0.00000000e+00,   2.00000000e+00],
       [  1.41421356e+00,   1.41421356e+00],
       [  2.00000000e+00,   1.22464680e-16],
       [  1.41421356e+00,  -1.41421356e+00],
       [  2.44929360e-16,  -2.00000000e+00],
       [ -1.41421356e+00,  -1.41421356e+00],
       [ -2.00000000e+00,  -3.67394040e-16],
       [ -1.41421356e+00,   1.41421356e+00]])

LBP_RAD3

Value:

array([[  0.00000000e+00,   3.00000000e+00],
       [  2.12132034e+00,   2.12132034e+00],
       [  3.00000000e+00,   1.83697020e-16],
       [  2.12132034e+00,  -2.12132034e+00],
       [  3.67394040e-16,  -3.00000000e+00],
       [ -2.12132034e+00,  -2.12132034e+00],
       [ -3.00000000e+00,  -5.51091060e-16],
       [ -2.12132034e+00,   2.12132034e+00]])

LBP_RAD4

Value:

array([[  0.00000000e+00,   4.00000000e+00],
       [  2.82842712e+00,   2.82842712e+00],
       [  4.00000000e+00,   2.44929360e-16],
       [  2.82842712e+00,  -2.82842712e+00],
       [  4.89858720e-16,  -4.00000000e+00],
       [ -2.82842712e+00,  -2.82842712e+00],
       [ -4.00000000e+00,  -7.34788079e-16],
       [ -2.82842712e+00,   2.82842712e+00]])

LBP_RAD8

Value:

array([[  0.00000000e+00,   8.00000000e+00],
       [  5.65685425e+00,   5.65685425e+00],
       [  8.00000000e+00,   4.89858720e-16],
       [  5.65685425e+00,  -5.65685425e+00],
       [  9.79717439e-16,  -8.00000000e+00],
       [ -5.65685425e+00,  -5.65685425e+00],
       [ -8.00000000e+00,  -1.46957616e-15],
       [ -5.65685425e+00,   5.65685425e+00]])