Local Binary Patterns on Hexagonal Image Structure

He, Xiangjian; Li, Jianmin; Jia, Wei; Wu, Qiang; Hintz, Tom

doi:10.1109/cit.2007.46

Cited by 2 publications

(1 citation statement)

References 11 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Uniform LBPs include most of the LBPs and hence all the non-uniform LBPs are usually gathered into one single bin of the LBP diagram. This feature reduces the number of histogram bins and enhances the classification efficiency [7]. A uniform LBP is an LBP that contains at least two bitwise 0-1 or 1-0 transitions.…”

Section: Local Binary Patternmentioning

confidence: 99%

A texture descriptor: BackGround Local Binary Pattern (BGLBP)

Davarpanah

Khalid

Abdullah

et al. 2015

Multimed Tools Appl

View full text Add to dashboard Cite

Local Binary Pattern (LBP) is invariant to the monotonic changes in the grey scale domain. This property enables LBP to present a texture descriptor being useful in applications dealing with the local illumination changes. However, the existing versions of LBP are not able to handle image illumination changes, especially in outdoor environments. The nonpatterned illumination changes disturb performance of the background extraction methods. In this paper, an extended version of LBP which is called BackGround LBP (BGLBP) is presented. BGLBP is designed for the background extraction application but it is extendable to the other areas as a texture descriptor. BGLBP is an extension of D-LBP, Centre-Symmetric LBP, ULBP, and R-LBP and it has been designed to inherit the positive properties of previous versions. The performance of BGLBP as a part of background extraction method is investigated. In addition, a comparison between BGLBP as a general texture descriptor and a number of LBP versions is conducted.

show abstract

Section: Local Binary Patternmentioning

confidence: 99%