Texture Classification by Graphics Processing Unit and Soft Histogram Local Binary Pattern

This paper is about Local Binary Pattern (LBP) based texture analysis which can be used to operate through Graphics Processing Unit(GPU)in real time by consumer grade. GPU implements Cpu standards to reduce run time and soft histograms LBP to operate in different image analysis tasks.GPU applied to texture analysis method for high resolution and real time application to mobile outdoor robotics then through LBP soft histogram noise is reduced.