Local Binary Pattern Based on Magnitude Ranking for Texture Classification

Local binary patterns (LBP) are considered among the most computationally efficient high-performance texture features. There are many LBP variants that can achieve great texture classification results. For most LBP variants, we found two shortcomings. The first is that only the sign information of local difference is considered and the magnitude information of the local difference is discarded. Th...