local_binary_pattern(image, P, R, method='default')
LBP is an invariant descriptor that can be used for texture classification.
Graylevel image.
Number of circularly symmetric neighbour set points (quantization of the angular space).
Radius of circle (spatial resolution of the operator).
Method to determine the pattern.
'default': original local binary pattern which is gray scale but not
rotation invariant.
'ror': extension of default implementation which is gray scale and
rotation invariant.
'uniform': improved rotation invariance with uniform patterns and
finer quantization of the angular space which is gray scale and rotation invariant.
'nri_uniform': non rotation-invariant uniform patterns variant
which is only gray scale invariant .
'var': rotation invariant variance measures of the contrast of local
image texture which is rotation but not gray scale invariant.
LBP image.
Gray scale and rotation invariant LBP (Local Binary Patterns).
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