Face description with local binary patterns: application to face recognition.
other · Level V
Where this comes from
- Record sourced from PubMed, PMID 17108377.
- No licence information is recorded for this record.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
This paper presents a novel and efficient facial image representation based on local binary pattern (LBP) texture features. The face image is divided into several regions from which the LBP feature distributions are extracted and concatenated into an enhanced feature vector to be used as a face descriptor. The performance of the proposed method is assessed in the face recognition problem under different challenges. Other applications and several extensions are also discussed.
Medical subject headings
- Algorithms
- Artificial Intelligence
- Biometry
- Face
- Image Enhancement
- Image Interpretation, Computer-Assisted
- Pattern Recognition, Automated
- Signal Processing, Computer-Assisted