Scale- and rotation-invariant texture description with improved local binary pattern features

Abstract

Local Binary Pattern (LBP) is an effective image descriptor based on joint distribution of signed gray level differences. Simplicity, discriminative power, computational efficiency and robustness to illumination changes are main properties of LBP. However, LBP is sensitive to scaling, rotation, viewpoint variations, and non-rigid deformations. In order to… (More)
DOI: 10.1016/j.sigpro.2014.11.005

Topics

27 Figures and Tables

Statistics

0102030201520162017
Citations per Year

Citation Velocity: 8

Averaging 8 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.

Slides referencing similar topics