Face description with local binary patterns: application to face recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Timo AhonenMatti Pietikäinen

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.

References

Oct 22, 2005·IEEE Transactions on Pattern Analysis and Machine Intelligence·Krystian Mikolajczyk, Cordelia Schmid
Jan 1, 1991·Journal of Cognitive Neuroscience·M Turk, A Pentland

❮ Previous
Next ❯

Citations

Aug 9, 2011·Journal of Medical Systems·Subrahmanyam MuralaR Balasubramanian
Jul 31, 2013·Forensic Science International : Synergy·Reza DavarzaniMeysam Tapak
Jul 19, 2013·The Journal of the Acoustical Society of America·M EsfahanianN Erdol
Aug 11, 2012·PloS One·Jian-Xun MiJiajun Wen
Mar 23, 2012·Sensors·Linlin ShenZhen Ji
Jun 28, 2012·Sensors·Shiqing ZhangBicheng Lei
Dec 11, 2013·Computational and Mathematical Methods in Medicine·Hamed Habibi AghdamAgusti Solanas
Dec 11, 2013·Neural Computation·Xinggang WangZhuowen Tu
Feb 15, 2014·TheScientificWorldJournal·Rui MinJean-Luc Dugelay
Jan 2, 2014·TheScientificWorldJournal·Younghyun LeeHanseok Ko
Mar 30, 2013·Journal of the American Medical Informatics Association : JAMIA·Jiang LiuTien Yin Wong
Jan 1, 2012·BMC Medical Imaging·Emil RöhrichWolf Schweitzer
Sep 4, 2015·Sensors·Dat Tien NguyenKang Ryoung Park
Feb 16, 2016·Sensors·Yongbin Gao, Hyo Jong Lee
Jan 1, 2016·Medical & Biological Engineering & Computing·Ömer Faruk ErtuğrulRamazan Tekin
May 2, 2009·Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society·X LladóJ Martí
Mar 18, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Dong LiKin-Man Lam
Jan 27, 2009·Neural Networks : the Official Journal of the International Neural Network Society·Zenglin XuMichael R Lyu
May 13, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Haitao Lang, Haibin Ling
Jan 13, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Kuang-Yu Chang, Chu-Song Chen
Dec 11, 2014·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Yazhou LiuQuansen Sun
Nov 15, 2014·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Naoufel WerghiAlberto Del Bimbo
Mar 15, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Jianfeng RenJunsong Yuan
Mar 15, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Chia-Po Wei, Yu-Chiang Frank Wang
Mar 10, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Zhao-Rong LaiKe-Kun Huang
Mar 17, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Abhijith PunnappurathGuna Seetharaman
Oct 25, 2014·IEEE Transactions on Cybernetics·Zhao-Rong LaiKe-Kun Huang
Sep 30, 2014·IEEE Transactions on Cybernetics·Yong LiuZhiyong Zeng
Apr 12, 2016·SpringerPlus·Karan AggarwalHardeep Singh Ryait
May 22, 2016·Computer Methods and Programs in Biomedicine·Swamidoss Issac NiwasPaul T K Chew
Sep 5, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Tsung-Han ChanYi Ma
Sep 29, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Jiwen LuJie Zhou
Aug 21, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Yongqiang GaoYu Qiao
Dec 7, 2011·IEEE Transactions on Pattern Analysis and Machine Intelligence·Ritwik KumarHanspeter Pfister
Sep 5, 2015·IEEE Transactions on Pattern Analysis and Machine Intelligence·Jiwen LuJie Zhou
Dec 9, 2014·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Xiaobai LiuSeong-Whan Lee
Jul 16, 2014·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Xiang BaiXinggang Wang
Jun 1, 2014·IEEE Transactions on Pattern Analysis and Machine Intelligence· Weihong Deng Jun Guo
May 28, 2013·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Jianjun QianYong Xu

❮ Previous
Next ❯

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.

Related Papers

IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
Baochang ZhangWen Gao
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
Xiaoyang Tan, Bill Triggs
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
Baochang ZhangJianzhuang Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence
Jie ChenWen Gao
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
Jie ZouGeorge Nagy
© 2021 Meta ULC. All rights reserved