Two novel local binary pattern descriptors for texture analysis
In this study, two novel local binary patterns were proposed. First one is based on spatial relations between neighbors with a distance parameter. The second is based on relations between a reference pixel and its neighbor on the same orientation. Two approaches are improved to detect special patterns in images. The results show that the proposed approaches can be used in image processing areas.
local binary patterns nlbpd dlbp? texture classification feature extraction image classification