21.2.7.2 Face Analysis, Local Binary Patters for Face Recognition

Chapter Contents (Back)
Face Recognition. Local Binary Patterns. LBP.

Ahonen, T.[Timo], Hadid, A.[Abdenour], Pietikäinen, M.[Matti],
Face Description with Local Binary Patterns: Application to Face Recognition,
PAMI(28), No. 12, December 2006, pp. 2037-2041.
IEEE DOI 0611
BibRef
Earlier:
Face Recognition with Local Binary Patterns,
ECCV04(Vol I: 469-481).
Springer DOI 0405
Divide into saall regions, compute local binary pattern histograms. Classify on this space. See also Experimental Investigation about the Integration of Facial Dynamics in Video-Based Face Recognition, An. BibRef

Heikkila, J.[Janne], Ojansivu, V.[Ville], Rahtu, E.[Esa],
Improved Blur Insensitivity for Decorrelated Local Phase Quantization,
ICPR10(818-821).
IEEE DOI 1008
BibRef

Ahonen, T.[Timo], Rahtu, E.[Esa], Ojansivu, V.[Ville], Heikkila, J.[Janne],
Recognition of blurred faces using Local Phase Quantization,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Hadid, A.[Abdenour], Nishiyama, M.[Masashi], Sato, Y.[Yoichi],
Recognition of Blurred Faces via Facial Deblurring Combined with Blur-Tolerant Descriptors,
ICPR10(1160-1163).
IEEE DOI 1008
BibRef

Hadid, A.[Abdenour],
The Local Binary Pattern Approach and its Applications to Face Analysis,
IPTA08(1-9).
IEEE DOI 0811
BibRef

Pietikäinen, M.[Matti],
Image Analysis with Local Binary Patterns,
SCIA05(115-118).
Springer DOI 0506
BibRef

Ahonen, T., Pietikainen, M., Hadid, A., Maenpaa, T.,
Face recognition based on the appearance of local regions,
ICPR04(III: 153-156).
IEEE DOI 0409
BibRef

Ahonen, T.[Timo], Pietikainen, M.[Matti],
Image description using joint distribution of filter bank responses,
PRL(30), No. 4, 1 March 2009, pp. 368-376.
Elsevier DOI 0903
Texture; Face image description; Local binary pattern; LBP; MR8; Gabor filters BibRef

Hadid, A., Pietikainen, M., Ahonen, T.,
A discriminative feature space for detecting and recognizing faces,
CVPR04(II: 797-804).
IEEE DOI 0408
BibRef

Zhao, G.Y.[Guo-Ying], Pietikäinen, M.[Matti],
Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions,
PAMI(29), No. 6, June 2007, pp. 915-928.
IEEE DOI 0704
BibRef
Earlier:
Local Binary Pattern Descriptors for Dynamic Texture Recognition,
ICPR06(II: 211-214).
IEEE DOI 0609
BibRef
And:
Dynamic Texture Recognition Using Volume Local Binary Patterns,
WDV06(165-177).
Springer DOI 0705
Volume Local Binary Patterns. Only co-occurence on 3 orthogonal planes. See also Texture Classification using a Linear Configuration Model based Descriptor. BibRef

Zhang, S.Y.[Shi-Yu], Feng, B.[Bailan], Chen, Z.N.[Zhi-Neng], Huang, X.S.[Xiang-Sheng],
Micro-Expression Recognition by Aggregating Local Spatio-Temporal Patterns,
MMMod17(I: 638-648).
Springer DOI 1701
BibRef

Huang, X.H.[Xiao-Hua], Wang, S.J.[Su-Jing], Zhao, G.Y.[Guo-Ying], Piteikäinen, M.[Matti],
Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection,
CV4AC15(1-9)
IEEE DOI 1602
Databases BibRef

Yan, W.J.[Wen-Jing], Wang, S.J.[Su-Jing], Chen, Y.H.[Yu-Hsin], Zhao, G.Y.[Guo-Ying], Fu, X.L.[Xiao-Lan],
Quantifying Micro-expressions with Constraint Local Model and Local Binary Pattern,
FacBeh14(296-305).
Springer DOI 1504
BibRef

Huang, X.H.[Xiao-Hua], Zhao, G.Y.[Guo-Ying], Zheng, W.M.[Wen-Ming], Pietikainen, M.[Matti],
Spatiotemporal Local Monogenic Binary Patterns for Facial Expression Recognition,
SPLetters(19), No. 5, May 2012, pp. 243-246.
IEEE DOI 1204
BibRef

Huang, X.H.[Xiao-Hua], Zhao, G.Y.[Guo-Ying], Pietikainen, M.[Matti], Zheng, W.M.[Wen-Ming],
Robust Facial Expression Recognition Using Revised Canonical Correlation,
ICPR14(1734-1739)
IEEE DOI 1412
Correlation BibRef

Pietikäinen, M.[Matti], Hadid, A.[Abdenour],
Texture Features in Facial Image Analysis,
IWBRS05(1).
Springer DOI 0601
BibRef

James, A.P.[Alex Pappachen], Dimitrijev, S.[Sima],
Face Recognition Using Local Binary Decisions,
SPLetters(15), No. 1, 2008, pp. 821-824.
IEEE DOI 0812
See also Inter-image outliers and their application to image classification. BibRef

Heusch, G.[Guillaume], Marcel, S.[Sébastien],
A novel statistical generative model dedicated to face recognition,
IVC(28), No. 1, Januray 2010, pp. 101-110.
Elsevier DOI 1001
BibRef
Earlier:
Bayesian Networks to Combine Intensity and Color Information in Face Recognition,
ICB09(414-423).
Springer DOI 0906
BibRef
Earlier:
Face Authentication with Salient Local Features and Static Bayesian Network,
ICB07(878-887).
Springer DOI 0708
Face recognition; Local features; Statistical models; Bayesian Networks BibRef

Roy, A.[Anindya], Marcel, S.[Sebastien],
Haar Local Binary Pattern Feature for Fast Illumination Invariant Face Detection,
BMVC09(xx-yy).
PDF File. 0909
BibRef

Rodriguez, Y.[Yann], Marcel, S.[Sébastien],
Face Authentication Using Adapted Local Binary Pattern Histograms,
ECCV06(IV: 321-332).
Springer DOI 0608
BibRef

Heusch, G., Rodriguez, Y.[Yann], Marcel, S.[Sebastien],
Local Binary Patterns as an Image Preprocessing for Face Authentication,
FGR06(9-14).
IEEE DOI 0604
BibRef

Zhang, B., Gao, Y., Zhao, S., Liu, J.,
Local Derivative Pattern Versus Local Binary Pattern: Face Recognition with High-Order Local Pattern Descriptor,
IP(19), No. 2, February 2010, pp. 533-544.
IEEE DOI 1002
BibRef

Vu, N.S.[Ngoc-Son], Caplier, A.[Alice],
Enhanced Patterns of Oriented Edge Magnitudes for Face Recognition and Image Matching,
IP(21), No. 3, March 2012, pp. 1352-1365.
IEEE DOI 1203
BibRef
Earlier:
Patch-Based Similarity HMMs for Face Recognition with a Single Reference Image,
ICPR10(1204-1207).
IEEE DOI 1008
BibRef
And:
Face Recognition with Patterns of Oriented Edge Magnitudes,
ECCV10(I: 313-326).
Springer DOI 1009
BibRef
And:
Efficient statistical face recognition across pose using Local Binary Patterns and Gabor wavelets,
BTAS09(1-5).
IEEE DOI 0909
See also Illumination-robust face recognition using retina modeling. BibRef

Nguyen, H.T.[Huu-Tuan], Vu, N.S.[Ngoc-Son], Caplier, A.[Alice],
How far we can improve micro features based face recognition systems?,
IPTA12(350-353)
IEEE DOI 1503
face recognition BibRef

Ni, W.Y.[Wei-Yuan], Vu, N.S.[Ngoc-Son], Caplier, A.[Alice],
An Online Three-Stage Method for Facial Point Localization,
CAIP11(II: 57-64).
Springer DOI 1109
BibRef

Nguyen, H.T.[Huu-Tuan], Caplier, A.[Alice],
Elliptical Local Binary Patterns for Face Recognition,
CVLBP12(I:85-96).
Springer DOI 1304
BibRef

Vu, N.S.[Ngoc-Son], Dee, H.M.[Hannah M.], Caplier, A.[Alice],
Face recognition using the POEM descriptor,
PR(45), No. 7, July 2012, pp. 2478-2488.
Elsevier DOI 1203
Face recognition; Face descriptors; FERET; LFW BibRef

Xu, G.[Gang], Lu, H.C.[Hu-Chuan], Wang, Z.Y.[Zun-Yi],
Face Recognition Based on GPPBTF and LBP With Classifier Fusion,
IJIG(12), No. 2, April 2012, pp. 1250011.
DOI Link 1205
Gabor pixel-pattern-based texture feature. local binary pattern. BibRef

Subburaman, V.B.[Venkatesh Bala], Marcel, S.[Sébastien],
Alternative search techniques for face detection using location estimation and binary features,
CVIU(117), No. 5, May 2013, pp. 551-570.
Elsevier DOI 1303
Binary features; Decision tree; Alternative scanning; Object detection; Interest points BibRef

Jun, B.J.[Bong-Jin], Kim, T.[Taewan], Kim, D.J.[Dai-Jin],
A compact local binary pattern using maximization of mutual information for face analysis,
PR(44), No. 3, March 2011, pp. 532-543.
Elsevier DOI 1011
Local binary pattern; Feature selection; Compact LBP; Maximization of mutual information; Face recognition; Facial expression recognition BibRef

Huang, D., Shan, C., Ardabilian, M., Wang, Y., Chen, L.,
Local Binary Patterns and Its Application to Facial Image Analysis: A Survey,
SMC-C(41), No. 6, November 2011, pp. 765-781.
IEEE DOI 1110
Survey, LBP. Methodology and application to facial image analysis. BibRef

Suruliandi, A., Meena, K., Rose, R.R.,
Local binary pattern and its derivatives for face recognition,
IET-CV(6), No. 5, 2012, pp. 480-488.
DOI Link 1210
BibRef

Maddah, M.[Mohammadreza], Mozaffari, S.[Saeed],
Face verification using local binary pattern-unconstrained minimum average correlation energy correlation filters,
JOSA-A(29), No. 8, August 2012, pp. 1717-1721.
WWW Link. 1208
BibRef

Yao, A.[Anbang], Yu, S.[Shan],
Robust Face Representation Using Hybrid Spatial Feature Interdependence Matrix,
IP(22), No. 8, 2013, pp. 3247-3259.
IEEE DOI 1307
BibRef
Earlier:
Spatial Feature Interdependence Matrix (SFIM): A Robust Descriptor for Face Recognition,
PSIVT11(I: 132-143).
Springer DOI 1111
local binary pattern; nearest neighbor search BibRef

Chai, Z.H.[Zhen-Hua], Mendez-Vazquez, H.[Heydi], He, R.[Ran], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu],
Explore semantic pixel sets based local patterns with information entropy for face recognition,
JIVP(2014), No. 1, 2014, pp. 26.
DOI Link 1405
BibRef
Earlier:
Semantic Pixel Sets Based Local Binary Patterns for Face Recognition,
ACCV12(II:639-651).
Springer DOI 1304
BibRef

Lei, L.[Lei], Kim, D.H.[Dae-Hwan], Park, W.J.[Won-Jae], Ko, S.J.[Sung-Jea],
Face Recognition Using LBP Eigenfaces,
IEICE(E97-D), No. 7, July 2014, pp. 1930-1932.
WWW Link. 1407
BibRef

Yu, W.[Wei], Gan, L.[Lin], Yang, S.[Sha], Ding, Y.G.[Yong-Gang], Jiang, P.[Pan], Wang, J.[Jun], Li, S.J.[Shi-Jun],
An improved LBP algorithm for texture and face classification,
SIViP(8), No. S1, December 2014, pp. 155-161.
Springer DOI 1411
BibRef

Yoo, C.H.[Cheol-Hwan], Kim, S.W.[Seung-Wook], Jung, J.Y.[June-Young], Ko, S.J.[Sung-Jea],
High-dimensional feature extraction using bit-plane decomposition of local binary patterns for robust face recognition,
JVCIR(45), No. 1, 2017, pp. 11-19.
Elsevier DOI 1704
Face recognition BibRef

Duan, Y.Q.[Yue-Qi], Lu, J.W.[Ji-Wen], Feng, J.J.[Jian-Jiang], Zhou, J.[Jie],
Learning Rotation-Invariant Local Binary Descriptor,
IP(26), No. 8, August 2017, pp. 3636-3651.
IEEE DOI 1707
binary codes, face recognition, feature extraction, higher order statistics, image classification, image matching, image texture, learning (artificial intelligence), object recognition, pattern clustering, RBP, RI-LBD learning method, TRICo-LBD learning method, clustering method, codebook, face recognition, higher order statistical information, image patch matching, learned binary codes, local binary feature learning methods, local binary pattern, projection matrix, rotation-invariant local binary descriptor learning method, rotational binary pattern, scene classification, texture classification, triple rotation-invariant cooccurrence local binary descriptor learning method, visual recognition tasks, Benchmark testing, Binary codes, Face recognition, Feature extraction, Learning systems, Robustness, Visualization, Rotation invariance, binary descriptor, co-occurrence feature, feature, learning BibRef


Mohammed, A.A.[Ahmed Abdulateef], Sajjanhar, A.[Atul],
Robust Approaches for Multi-Label Face Classification,
DICTA16(1-6)
IEEE DOI 1701
Classification algorithms BibRef

Xi, M., Chen, L., Polajnar, D., Tong, W.,
Local binary pattern network: A deep learning approach for face recognition,
ICIP16(3224-3228)
IEEE DOI 1610
Computer architecture BibRef

Juefei-Xu, F.[Felix], Savvides, M.[Marios],
Encoding and decoding local binary patterns for harsh face illumination normalization,
ICIP15(3220-3224)
IEEE DOI 1512
Illumination Normalization; LBP BibRef

Lv, S.[Shiwen], Da, F.[Feipeng], Deng, X.[Xing],
A 3D face recognition method using region-based extended local binary pattern,
ICIP15(3635-3639)
IEEE DOI 1512
3D face recognition BibRef

Tortorici, C.[Claudio], Werghi, N.[Naoufel], Berretti, S.[Stefano],
Boosting 3D LBP-based face recognition by fusing shape and texture descriptors on the mesh,
ICIP15(2670-2674)
IEEE DOI 1512
3D face recognition; fusion; mesh-LBP BibRef

Sagheer, A.[Alaa], Saad, S.[Shimaa],
Dominant LBP Considering Pattern Type for Facial Image Representation,
CIAP15(II:252-263).
Springer DOI 1511
BibRef

Liu, J.[Jun], Jing, X.J.[Xiao-Jun], Sun, S.L.[Song-Lin], Lian, Z.F.[Zi-Feng],
Variable length dominant Gabor local binary pattern (VLD-GLBP) for face recognition,
VCIP14(89-92)
IEEE DOI 1504
Gabor filters BibRef

Amara, I.[Ibtihel], Granger, E.[Eric], Hadid, A.[Abdenour],
On the Effects of Illumination Normalization with LBP-Based Watchlist Screening,
CVLBP14(173-188).
Springer DOI 1504
BibRef

Hadid, A., Ylioinas, J., Lopez, M.B.,
Face and texture analysis using local descriptors: A comparative analysis,
IPTA14(1-4)
IEEE DOI 1503
data compression Local Binary Patterns (LBP), Local Phase Quantization (LPQ) and Binarized Statistical Image Features (BSIF). BibRef

Ouamane, A.[Abdelmalik], Messaoud, B.[Bengherabi], Guessoum, A.[Abderrezak], Hadid, A.[Abdenour], Cheriet, M.[Mohamed],
Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication,
ICIP14(313-317)
IEEE DOI 1502
Databases BibRef

Sun, G.[Guangling], Liu, Z.[Zhi],
Robust blurred face recognition using sample-wise kernel estimation and random compressed multi-scale local binary pattern histograms,
ICIP14(333-337)
IEEE DOI 1502
Estimation BibRef

Yi, J.[Jun], Su, F.[Fei],
Principal Local Binary Patterns for Face Representation and Recognition,
ICPR14(4554-4559)
IEEE DOI 1412
Covariance matrices BibRef

Masi, I.[Iacopo], Ferrari, C.[Claudio], del Bimbo, A.[Alberto], Medioni, G.[Gerard],
Pose Independent Face Recognition by Localizing Local Binary Patterns via Deformation Components,
ICPR14(4477-4482)
IEEE DOI 1412
Deformable models BibRef

Boulkenafet, Z.[Zinelabidine], Boutellaa, E.[Elhocine], Bengherabi, M.[Messaoud], Hadid, A.[Abdenour],
Face Verification Based on Gabor Region Covariance Matrices,
SCIA15(480-491).
Springer DOI 1506
BibRef

Boutellaa, E.[Elhocine], Harizi, F.[Farid], Bengherabi, M.[Messaoud], Ait-Aoudia, S.[Samy], Hadid, A.[Abdenour],
Face Verification Using Local Binary Patterns and Maximum A Posteriori Vector Quantization Model,
ISVC13(I:539-549).
Springer DOI 1310
BibRef

Lei, Z.[Zhen], Li, S.Z.[Stan Z.],
Learning Discriminant Face Descriptor for Face Recognition,
ACCV12(II:748-759).
Springer DOI 1304
See also Face Recognition with Local Gabor Textons. BibRef

Liao, S.C.[Sheng-Cai], Zhu, X.X.[Xiang-Xin], Lei, Z.[Zhen], Zhang, L.[Lun], Li, S.Z.[Stan Z.],
Learning Multi-scale Block Local Binary Patterns for Face Recognition,
ICB07(828-837).
Springer DOI 0708
See also Fast multi-scale local phase quantization histogram for face recognition. BibRef

Lei, Z.[Zhen], Yi, D.[Dong], Li, S.Z.[Stan Z.],
Local Gradient Order Pattern for Face Representation and Recognition,
ICPR14(387-392)
IEEE DOI 1412
BibRef
Earlier:
Discriminant Image Filter Learning for Face Recognition with Local Binary Pattern Like Representation,
CVPR12(2512-2517).
IEEE DOI 1208
Databases See also Towards Pose Robust Face Recognition. See also Learning Stacked Image Descriptor for Face Recognition. BibRef

Lei, Z.[Zhen], Liao, S.C.[Sheng-Cai], He, R.[Ran], Pietikainen, M.[Matti], Li, S.Z.[Stan Z.],
Gabor volume based local binary pattern for face representation and recognition,
FG08(1-6).
IEEE DOI 0809
See also Stepwise Correlation metric based Discriminant Analysis and multi-probe images fusion for face recognition. BibRef

Chiu, C.T.[Ching-Te], Wu, C.J.[Cyuan-Jhe],
Texture classification based low order local binary pattern for face recognition,
ICIP11(3017-3020).
IEEE DOI 1201
BibRef

Maturana, D.[Daniel], Mery, D.[Domingo], Soto, Á.[Álvaro],
Learning discriminative local binary patterns for face recognition,
FG11(470-475).
IEEE DOI 1103
BibRef
Earlier:
Face Recognition with Decision Tree-Based Local Binary Patterns,
ACCV10(IV: 618-629).
Springer DOI 1011
BibRef

Huang, D.[Di], Ardabilian, M.[Mohsen], Wang, Y.H.[Yun-Hong], Chen, L.M.[Li-Ming],
A novel geometric facial representation based on multi-scale extended local binary patterns,
FG11(1-7).
IEEE DOI 1103
BibRef

Luo, J.[Jie], Fang, Y.C.[Yu-Chun], Cai, Q.Y.[Qi-Yun],
A MANOVA of Major Factors of RIU-LBP Feature for Face Recognition,
ICPR10(1028-1031).
IEEE DOI 1008
Local Binary Patterns. Multivariate Analysis of Variance (MANOVA). BibRef

Huang, D.[Di], Ardabilian, M.[Mohsen], Wang, Y.H.[Yun-Hong], Chen, L.M.[Li-Ming],
Automatic Asymmetric 3D-2D Face Recognition,
ICPR10(1225-1228).
IEEE DOI 1008
BibRef
Earlier:
Asymmetric 3D/2D face recognition based on LBP facial representation and canonical correlation analysis,
ICIP09(3325-3328).
IEEE DOI 0911
Local Binary Patterns BibRef

Lee, K.D.[Keun-Dong], Kalia, R.[Robin], Sung, K.J.[Kwan-Je], Oh, W.G.[Weon-Geun],
Face recognition using LBP for personal image management system and its analysis,
FCV11(1-6).
IEEE DOI 1102
Local binary pattern. BibRef

Chen, Z.H.[Zhao-Hua], Xu, T.R.[Ting-Rong], Han, Z.Y.[Zhi-Yuan],
Occluded face recognition based on the improved SVM and block weighted LBP,
IASP11(118-122).
IEEE DOI 1112
Local binary patterns BibRef

Tan, N.T.[Nu-Tao], Huang, L.[Lei], Liu, C.P.[Chang-Ping],
A new Probabilistic Local Binary Pattern for face verification,
ICIP09(1237-1240).
IEEE DOI 0911
BibRef
Earlier:
Face recognition based on LBP and orthogonal rank-one tensor projections,
ICPR08(1-4).
IEEE DOI 0812
Local binary pattern. BibRef

Hermosilla, G.[Gabriel], Farias, G.[Gonzalo], Vargas, H.[Hector], Gallardo, F.[Francisco], San-Martin, C.[Cesar],
Thermal Face Recognition Using Local Patterns,
CIARP14(486-497).
Springer DOI 1411
BibRef

Méndez, H.[Heydi], San Martín, C.[Cesar], Kittler, J.V.[Josef V.], Plasencia, Y.[Yenisel], García-Reyes, E.[Edel],
Face Recognition with LWIR Imagery Using Local Binary Patterns,
ICB09(327-336).
Springer DOI 0906
BibRef

Chan, C.H.[Chi Ho], Kittler, J.V.[Josef V.],
Blur kernel estimation to improve recognition of blurred faces,
ICIP12(1989-1992).
IEEE DOI 1302
BibRef

Chan, C.H.[Chi Ho], Kittler, J.V.[Josef V.],
Sparse representation of (Multiscale) histograms for face recognition robust to registration and illumination problems,
ICIP10(2441-2444).
IEEE DOI 1009
BibRef

Tahir, M.A., Chan, C.H., Kittler, J.V., Bouridane, A.,
Face recognition using multi-scale local phase quantisation and Linear Regression Classifier,
ICIP11(765-768).
IEEE DOI 1201
BibRef

Xiong, T.[Tao], Xu, L.[Lei], Wang, K.Q.[Kong-Qiao], Li, J.W.[Jiang-Wei], Ma, Y.[Yong],
Local binary pattern probability model based facial feature localization,
ICIP10(1425-1428).
IEEE DOI 1009
BibRef

Chan, C.H.[Chi-Ho], Kittler, J.V.[Josef V.], Messer, K.[Kieron],
Multi-scale Local Binary Pattern Histograms for Face Recognition,
ICB07(809-818).
Springer DOI 0708
BibRef
And:
Multispectral Local Binary Pattern Histogram for Component-based Color Face Verification,
BTAS07(1-7).
IEEE DOI 0709
BibRef

Lahdenoja, O.[Olli], Laiho, M.[Mika], Paasio, A.[Ari],
On the Spatial Distribution of Local Non-parametric Facial Shape Descriptors,
SCIA09(351-358).
Springer DOI 0906
BibRef
Earlier:
Reducing the Feature Vector Length in Local Binary Pattern Based Face Recognition,
ICIP05(II: 914-917).
IEEE DOI 0512
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Finding Facial Features .


Last update:Nov 11, 2017 at 13:31:57