Texture-Based Foreground Detection

Abstract

The foreground detection can be utilized in tracking, segmentation or object recognition. The Local Binary Pattern (LBP) texture descriptor has been introduced for various purposes (e.g. texture classification, image indexing) and a foreground detection use is presented in this paper. Experiments on image sequences prove that the proposed algorithm, compared with other existing state of the art methods, achieves notable performance and computation speed.