Abstract: This paper presents an efficient and effective way on computing the Local Binary Pattern (LBP) feature from the halftone image for the image retrieval and classification tasks. The Ordered ...

Most data augmentation techniques perform affine transformations on the image domain. However these techniques ... by inequality constraints propagated from local binary patterns. If you are using the ...

An implementation of the Local Binary ... labels uniform patterns are used. The implementation is done in Python and uses the Pillow package to load and save images in grayscale, and the numpy package ...

Given LBP-like descriptors based on local accumulated pixel differences ... improving generalizability. From a given face image, we obtain six histogram features, each of which is obtained by ...

Recently, Local Binary Patterns (LBPs) from statistical approach ... Then, a histogram is used to model the distribution of LBPs codes. Initially, LBPs-based methods have been introduced for gray ...