Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

Illumination invariant face recognition based on ULBP and SVM

Authors: Quanbin Li; Chuanwei Sun; Jingao Liu;

Illumination invariant face recognition based on ULBP and SVM

Abstract

Illumination invariant face recognition is a key problem for automatic face recognition system. The proposed method first applies two-degree ULBP to extract illumination invariant feature on multi-block face. Second, our method combines those histogram features into the final identification characteristics in the right order. SVM is then applying to feature classification to realize the face recognition. The experiment on YaleB database shows that, the combination of multi-degree and multi-block method can achieves a high face recognition rate.

Related Organizations
  • BIP!
    Impact byBIP!
    citations
    The total number of citations received by all articles of the researcher of interest.
    5
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
citations
The total number of citations received by all articles of the researcher of interest.
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Top 10%
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!