Authors : Ch. Sudha Sree and M.V.P. Chandra Sekhara Rao
Abstract: This study presents a detailed comparative study on various Local Binary Pattern (LBP) variant texture descriptors in texture classification. The work includes nine various texture descriptor methods namely LBPriu2, LBPri, LTP, VAR, LBP/VAR, CLBP, CLBC, AECLBP, AELTP. The performance of these methods is evaluated basing on three well-known benchmark texture databases OUTEX, CUReT, UIUC, using the nearestneighbourhood classifier.
Ch. Sudha Sree and M.V.P. Chandra Sekhara Rao, 2019. Performance Analysis of Local Binary Patterns in Texture Classification. International Journal of Signal System Control and Engineering Application, 12: 74-84.