doi: 10.1109/TPAMI.2006.244.
Face description with local binary patterns: application to face recognition
Affiliations
- PMID: 17108377
- DOI: 10.1109/TPAMI.2006.244
Item in Clipboard
Face description with local binary patterns: application to face recognition
IEEE Trans Pattern Anal Mach Intell.
2006 Dec.
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.
Similar articles
-
Dynamic texture recognition using local binary patterns with an application to facial expressions.IEEE Trans Pattern Anal Mach Intell. 2007 Jun;29(6):915-28. doi: 10.1109/TPAMI.2007.1110. IEEE Trans Pattern Anal Mach Intell. 2007. PMID: 17431293
-
Glasses removal from facial image using recursive error compensation.IEEE Trans Pattern Anal Mach Intell. 2005 May;27(5):805-11. doi: 10.1109/TPAMI.2005.103. IEEE Trans Pattern Anal Mach Intell. 2005. PMID: 15875801
-
Effective feature extraction in high-dimensional space.IEEE Trans Syst Man Cybern B Cybern. 2008 Dec;38(6):1652-6. doi: 10.1109/TSMCB.2008.927276. IEEE Trans Syst Man Cybern B Cybern. 2008. PMID: 19022735
-
Invariance properties of gabor filter-based features--overview and applications.IEEE Trans Image Process. 2006 May;15(5):1088-99. doi: 10.1109/tip.2005.864174. IEEE Trans Image Process. 2006. PMID: 16671290 Review.
-
Age synthesis and estimation via faces: a survey.IEEE Trans Pattern Anal Mach Intell. 2010 Nov;32(11):1955-76. doi: 10.1109/TPAMI.2010.36. IEEE Trans Pattern Anal Mach Intell. 2010. PMID: 20847387 Review.
Cited by
-
Automatic glaucoma diagnosis through medical imaging informatics.J Am Med Inform Assoc. 2013 Nov-Dec;20(6):1021-7. doi: 10.1136/amiajnl-2012-001336. Epub 2013 Mar 28. J Am Med Inform Assoc. 2013. PMID: 23538725 Free PMC article.
-
Facial Expression Recognition Based on LDA Feature Space Optimization.Comput Intell Neurosci. 2022 Aug 29;2022:9521329. doi: 10.1155/2022/9521329. eCollection 2022. Comput Intell Neurosci. 2022. PMID: 36072737 Free PMC article.
-
Skin injury model classification based on shape vector analysis.BMC Med Imaging. 2012 Nov 6;12:32. doi: 10.1186/1471-2342-12-32. BMC Med Imaging. 2012. PMID: 23497357 Free PMC article.
-
Supervised Filter Learning for Representation Based Face Recognition.PLoS One. 2016 Jul 14;11(7):e0159084. doi: 10.1371/journal.pone.0159084. eCollection 2016. PLoS One. 2016. PMID: 27416030 Free PMC article.
-
A Review of Recent Developments in Driver Drowsiness Detection Systems.Sensors (Basel). 2022 Mar 7;22(5):2069. doi: 10.3390/s22052069. Sensors (Basel). 2022. PMID: 35271215 Free PMC article. Review.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Miscellaneous
