, , p.37
, 38 2.3.2.1 Méthodes basées sur le calcul du point................................44 2.3.2.5 Les méthodes basées sur la fusion des caractéristiques multiples, p.45
, , p.45
, , p.47
, , p.47
, , p.50
, , p.51
, , p.51
, , p.52
, Extraction des caractéristiques de visage par les ondelettes de, p.53
, , p.54
55 3.2.3.3 Modèle discriminant linéaire amélioré de, p.57 ,
, , p.58
, , p.61
, , p.65
, , p.65
, , p.67
, , p.67
, , p.68
, , p.70
, , p.73
, .1 Analyse en Composantes Principales, p.78
Face identification by fusion scores 2D neutral and 3D expressions, 2013 2nd International Conference on Advances in Biomedical Engineering, pp.113-116, 2013. ,
DOI : 10.1109/ICABME.2013.6648860
Salah Bourennane, Multimodal 3D and 2D Face Authentication Approach Using Extended LBP and Statistic Local Features Proposed, IEEE, 4 rd European Workshop On Visual Information Processing (EUVIP), pp.130-135, 2013. ,
Abdelmalik Taleb-Ahmed, Fusion by Classification of Scores Multi-Biometric Systems, The Third International Conference On Image And Signal Processing And Their Applications, 2012. ,
Abdelmalik Taleb Ahmed, The Combination of Scores From a Multi- Classifiers for Face Verification, International Conferenceon Embedded Systems In telecommunications and Instrumentation (ICESTI), 2012. ,
Abdelmalik Taleb-Ahmed, Fusion d'un Système Multi-Classifieurs par l'Intégrale Floue de Sugeno et de Choquet pour la Reconnaissance de Visages, 2012. ,
Abdelmalik Taleb Ahmed, Fusion By Combination Of Scores Multi-Biometric Systems, IEEE, 3 rd European Workshop on Visual Information Processing (EUVIP), pp.252-257, 2011. ,
Authentification de Visages par les Transformations de Hough et Gabor Associées a EFM et SVM pour la Classification, Colloque d'Informatique, Automatique et Electronique (CIAE), 2011. ,
Abdelmalik Taleb Ahmed, The Classification of Scores From a Multi- Classifiers for Face Verification, Premiere Conference Nationale sur les Telecommunications (CNT), 2012. ,
A survey of biometric recognition methods, 46th International Symposium Electronics in Marine, 2004. ,
Biometrics and Face Recognition, IS&T Colloquium, p.25, 2005. ,
Handbook of biometrics, 2007. ,
Introduction to biometrics, 2011. ,
Personalizing smart environments: Face recognition for human interaction, IEEE Computer. Special issue on Biometrics, 2000. ,
Towards Three-Dimensional Face Recognition in the Real, 2013. ,
Biometric Identification promises fast and secure processing of airline passengers, Internation Civil Aviation Organization Journal, vol.55, issue.9, pp.10-11, 2000. ,
Fusion de différents modes de capture pour la reconnaissance du visage appliquée aux e_transactions, PhD thesis l'université de caen spécialité : informatique et applications, p.707, 2006. ,
Handbook of face recognition Flexible and robust 3D face recognition, 2005. ,
Face recognition by humans. Face Processing: Advanced Modeling and Methods, 2006. ,
A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition, Computer Vision and Image Understanding, vol.101, issue.1, pp.1-15, 2006. ,
DOI : 10.1016/j.cviu.2005.05.005
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.11, pp.1927-1943, 2007. ,
DOI : 10.1109/TPAMI.2007.1105
3D Facial Surface Acquisition by Structured Light, International Workshop on Synthetic-Natural Hybrid Coding and Three Dimensional Imaging, pp.103-106, 1999. ,
High-speed 3-D shape measurement based on digital fringe projection, Optical Engineering, vol.39, issue.1, pp.163-168, 2003. ,
DOI : 10.1117/1.602443
High-Resolution, Real-time 3D Shape Acquisition, 2004 Conference on Computer Vision and Pattern Recognition Workshop, 2004. ,
DOI : 10.1109/CVPR.2004.360
Real-time acquisition of depth and color images using structured light and its application to 3D face recognition, Real-Time Imaging, vol.11, issue.5-6, pp.5-6, 2005. ,
DOI : 10.1016/j.rti.2005.06.006
High-resolution, real-time 3D absolute coordinate measurement based on a phase-shifting method, Optics Express, vol.14, issue.7, pp.2644-2649, 2006. ,
DOI : 10.1364/OE.14.002644.m003
, , 2011.
, , 2011.
, , 2011.
Real-time acquisition of depth and color images using structured light and its application to 3D face recognition, Real-Time Imaging, vol.11, issue.5-6, pp.5-6, 2005. ,
DOI : 10.1016/j.rti.2005.06.006
A Comparison and Evaluation of Multi-View Stereo Reconstruction Algorithms, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Volume 1 (CVPR'06), pp.519-528, 2006. ,
DOI : 10.1109/CVPR.2006.19
, Di4d: 4d capture system url, 2011.
A high-resolution 3D dynamic facial expression database, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition, pp.1-6, 2008. ,
DOI : 10.1109/AFGR.2008.4813324
Assessing the Uniqueness and Permanence of Facial Actions for Use in Biometric Applications, Part A: Systems and Humans, pp.449-460, 2010. ,
DOI : 10.1109/TSMCA.2010.2041656
A FACS valid 3D dynamic action unit database with applications to 3D dynamic morphable facial modeling, 2011 International Conference on Computer Vision, pp.2296-2303, 2011. ,
DOI : 10.1109/ICCV.2011.6126510
High-quality single-shot capture of facial geometry, ACM Transactions on Graphics (TOG), vol.29, issue.4, p.40, 2010. ,
Photometric Method For Determining Surface Orientation From Multiple Images, Optical Engineering, vol.19, issue.1, pp.191139-191139, 1980. ,
DOI : 10.1117/12.7972479
Video Normals from Colored Lights, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.33, issue.10, 2011. ,
DOI : 10.1109/TPAMI.2011.37
3D face reconstructions from photometric stereo using near infrared and visible light, Computer Vision and Image Understanding, vol.114, issue.8, pp.942-951, 2010. ,
DOI : 10.1016/j.cviu.2010.03.001
A method for enforcing integrability in shape from shading algorithms, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.10, issue.4, pp.439-451, 1988. ,
DOI : 10.1109/34.3909
The Photoface database, CVPR 2011 WORKSHOPS, 2011. ,
DOI : 10.1109/CVPRW.2011.5981840
Face Verification Competition on the XM2VTS Database, International Conference on Audio and Video Based Biometric Person Authentication, pp.964-974, 2003. ,
DOI : 10.1007/3-540-44887-X_112
Face verification from 3D and grey level clues, Pattern Recognition Letters, vol.22, issue.12, pp.1321-1329, 2001. ,
DOI : 10.1016/S0167-8655(01)00077-0
Face recognition under varying poses: The role of texture and shape, Vision Research, vol.36, issue.12, pp.1761-1771, 1996. ,
DOI : 10.1016/0042-6989(95)00230-8
Face recognition: two-dimensional and three-dimensional techniques, 2005. ,
GavabDB: A 3D Face Database, COST Workshop on Biometrics on the Internet: Fundamentals, Advances and Applications, pp.77-82, 2004. ,
A 3D facial expression database for facial behavior research, International Conference on Automatic Face and Gesture Recognition, pp.211-216, 2006. ,
Bosphorus Database for 3D Face Analysis, In COST Workshop on Biometrics and Identity Management, vol.17, issue.2, 2008. ,
DOI : 10.1109/CVPRW.2008.4563083
Overview of the Face Recognition Grand Challenge, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), pp.947-954, 2005. ,
DOI : 10.1109/CVPR.2005.268
An automatic 2D, 2.5D & 3D score-based fusion face verification system, IEEE International Conference on Application- Specific Systems, Architectures and Processors, pp.214-219, 2007. ,
A morphable model for the synthesis of 3D faces, Proceedings of the 26th annual conference on Computer graphics and interactive techniques , SIGGRAPH '99, pp.187-194, 1999. ,
DOI : 10.1145/311535.311556
, The BJUT-3D large-scale chinese face database, Beijing Univ. Technology, 2005.
Face recognition using 2D and 3D facial data, Proc. ACM Workshop Multimodal User Authentication, pp.25-32, 2003. ,
Assessment of Time Dependency in Face Recognition: An Initial Study, Proc. 4th Int. Conf. Audio Video-Based Biometric Person Authentication (AVBPA), LNCS 2688, pp.44-51, 2003. ,
DOI : 10.1007/3-540-44887-X_6
Learning Effective Intrinsic Features to Boost 3D-Based Face Recognition, Proc. 9th Eur. Conf. Comput. Vis. (ECCV), Part II, pp.416-427, 2006. ,
DOI : 10.1109/34.121791
Texas 3D Face Recognition Database, 2010 IEEE Southwest Symposium on Image Analysis & Interpretation (SSIAI), pp.97-100 ,
DOI : 10.1109/SSIAI.2010.5483908
Deformation modeling for robust 3D face matching. in Proc, IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit, pp.1377-1383, 2006. ,
Exploring Facial Expression Effects in 3D Face Recognition Using Partial ICP, Proc. Asian Conf. Comput. Vision (Lectures Notes in Computer Science 3851), pp.581-590, 2006. ,
DOI : 10.1007/11612032_59
Shape retrieval contest of 3D face scans, SHREC, 2008. ,
A Comparative Study of 3-D Face Recognition Under Expression Variations, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), vol.42, issue.5, 2012. ,
DOI : 10.1109/TSMCC.2011.2174221
Man-machine facial recognition, Panoramic Research Inc, 1966. ,
3D Face Recognition Based on 3D Ridge Lines in Range Data, 2007 IEEE International Conference on Image Processing, pp.137-140, 2007. ,
DOI : 10.1109/ICIP.2007.4378910
Face recognition vendor test 2002: overview and summary, 2003. ,
A Comparative Study of Local Matching Approach for Face Recognition, IEEE Transactions on Image Processing, vol.16, issue.10, pp.2617-2628, 2007. ,
DOI : 10.1109/TIP.2007.904421
Face recognition, ACM Computing Surveys, vol.35, issue.4, pp.399-458, 2003. ,
DOI : 10.1145/954339.954342
URL : https://hal.archives-ouvertes.fr/hal-01704659
Eigenfaces for Recognition, Journal of Cognitive Neuroscience, vol.10, issue.9, pp.71-86, 1991. ,
DOI : 10.1007/BF00239352
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.7, pp.711-720, 1997. ,
DOI : 10.1109/34.598228
Face recognition by elastic bunch graph matching, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.7, pp.775-779, 1997. ,
DOI : 10.1109/34.598235
On the Use of SIFT Features for Face Authentication, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06), pp.35-40, 2006. ,
DOI : 10.1109/CVPRW.2006.149
Face Description with Local Binary Patterns: Application to Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.28, issue.12, pp.2037-2041, 2006. ,
DOI : 10.1109/TPAMI.2006.244
, Statistical Shape Analysis, 1998.
Reconnaissance Biométrique par Fusion Multimodale du Visage et de l'Iris, Thèse de l'Ecole Nationale Supérieure des Télécommunications Spécialité : Signal et Images, 2009. ,
Face recognition using eigenfaces, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.586-590, 1992. ,
DOI : 10.1109/CVPR.1991.139758
On lines and planes of closest fit to points in space, Philosophical Magazine, vol.2, pp.559-572, 1901. ,
Robust Face Recognition based on Three Dimensional Tata, Thèse de l'ecole central de LYON spécialité: Informatique, 2011. ,
Two-dimensional pca: a new approach to appearance-based face representation and recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, issue.1, pp.131-137, 2004. ,
DOI : 10.1109/TPAMI.2004.1261097
Adaptive neural architectures : detection of primitives, COGNITIVA, pp.593-597, 1985. ,
Circuits neuronaux à synapses modifiables : Décodage de messages composites par apprentissage non supervisé, Comptes Rendus de l'Académie des Sciences, pp.525-528, 1984. ,
Independent component analysis, A new concept?, Signal Processing, pp.287-314, 1994. ,
DOI : 10.1016/0165-1684(94)90029-9
URL : https://hal.archives-ouvertes.fr/hal-00417283
Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture, Signal Processing, vol.24, issue.1, pp.1-10, 1991. ,
DOI : 10.1016/0165-1684(91)90079-X
Infomax and maximum likelihood for blind source separation, IEEE Signal Processing Letters, vol.4, issue.4, 1999. ,
DOI : 10.1109/97.566704
Independent component analysis, pp.1-12, 2001. ,
Face recognition by independent component analysis, IEEE Transactions on Neural Networks, vol.13, issue.6, 2002. ,
DOI : 10.1109/TNN.2002.804287
Recognizing faces with PCA and ICA, Computer Vision and Image Understanding, vol.91, issue.1-2, pp.115-137, 2003. ,
DOI : 10.1016/S1077-3142(03)00077-8
, Multidimensional scaling. Psychometrica, pp.401-419, 1952.
, Multidimensional scaling. Chapman and Hall, 2000.
On a connection between kernel pca and metric multidimensional scaling, Machine Learning, pp.11-19, 2002. ,
Learning the parts of objects by non-negative matrix factorization, Nature, vol.39, issue.6755, pp.788-791, 1999. ,
DOI : 10.1086/111605
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.7, pp.711-720, 1997. ,
DOI : 10.1109/34.598228
The use of multiple measures in taxonomic problems, Ann. Eugenics, vol.7, p.179188, 1936. ,
Using discriminant eigenfeatures for image retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.18, issue.8, pp.831-836, 1996. ,
View-based and modular eigenspaces for face recognition, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition CVPR-94, 1994. ,
DOI : 10.1109/CVPR.1994.323814
Principal manifolds and probabilistic subspaces for visual recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.6, pp.780-788, 2002. ,
DOI : 10.1109/TPAMI.2002.1008384
Face recognition using LDA-based algorithms, IEEE Transactions on Neural Networks, vol.14, pp.195-200, 2003. ,
Multilinear analysis of image ensembles: Tensor Faces, European Conference on Computer Vision, pp.447-460, 2002. ,
Regularized Discriminant Analysis, Journal of the American Statistical Association, vol.33, issue.405, pp.165-175, 1989. ,
DOI : 10.2307/2529362
Penalized Discriminant Analysis, The Annals of Statistics, vol.23, issue.1, pp.73-102, 1995. ,
DOI : 10.1214/aos/1176324456
A new LDA-based face recognition system which can solve the small sample size problem, Pattern Recognition, vol.33, issue.10, pp.1713-1726, 2000. ,
DOI : 10.1016/S0031-3203(99)00139-9
Null Space Approach of Fisher Discriminant Analysis for Face Recognition, Biometric Authentication, pp.32-44, 2004. ,
DOI : 10.1007/978-3-540-25976-3_4
Dual-space Linear Discriminant Analysis for Face Recognition, Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, pp.564-56, 20049. ,
Multiclass linear dimension reduction by weighted pairwise Fisher criteria, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.23, issue.7, pp.762-766, 2001. ,
DOI : 10.1109/34.935849
Generalizing discriminant analysis using the generalized singular value decomposition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, issue.8, pp.995-1006, 2004. ,
DOI : 10.1109/TPAMI.2004.46
A new optimization criterion for generalized discriminant analysis on undersampled problems, Third IEEE International Conference on Data Mining, pp.982-994, 2004. ,
DOI : 10.1109/ICDM.2003.1250948
Boosting linear discriminant analysis for face recognition, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429), pp.657-660, 2003. ,
DOI : 10.1109/ICIP.2003.1247047
Discriminant local feature analysis of facial images, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429), pp.863-866, 2003. ,
DOI : 10.1109/ICIP.2003.1246817
Block LDA for Face Recognition. in Computational Intelligence and Bioinspired Systems, Lecture Notes in Computer Science, pp.899-905, 2005. ,
Face Recognition Using Enhanced Fisher Linear Discriminant Model with Facial Combined Feature. in PRICAI, Trends in Artificial Intelligence, vol.3157, pp.769-777, 2004. ,
Component-Based Cascade Linear Discriminant Analysis for Face Recognition, Advances In Biometric Person Authentication, Proceedings, pp.288-295, 2004. ,
DOI : 10.1007/978-3-540-30548-4_33
Discriminative common vectors for face recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, issue.1, pp.4-13, 2005. ,
DOI : 10.1109/TPAMI.2005.9
Normalized radial basis function networks and bilinear discriminant analysis for face recognition, Proceedings. IEEE Conference on Advanced Video and Signal Based Surveillance, 2005., pp.342-347, 2005. ,
DOI : 10.1109/AVSS.2005.1577292
URL : https://hal.archives-ouvertes.fr/hal-00452462
Nonlinear Component Analysis as a Kernel Eigenvalue Problem, Neural Computation, vol.20, issue.5, pp.1299-1319, 1998. ,
DOI : 10.1007/BF02281970
Kernel Methods for Pattern Analysis, CUP, 2004. ,
DOI : 10.1017/CBO9780511809682
Performance of Geometrix Active IDTM 3D Face Recognition Engine on the FRGC Data, CVPR 05 : the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) -Workshops, p.154, 2005. ,
Kernel PCA for novelty detection, Pattern Recognition, vol.40, issue.3, pp.863-874, 2007. ,
DOI : 10.1016/j.patcog.2006.07.009
Kernel independent component analysis, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)., pp.1-48, 2002. ,
DOI : 10.1109/ICASSP.2003.1202783
Unsupervised Learning of Image Manifolds by Semidefinite Programming, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.988-995, 2004. ,
DOI : 10.1007/s11263-005-4939-z
Face recognition using extended isomap, International Conference on Image Processing, pp.117-120, 2002. ,
Validation of low-dimensional models using diffusion maps and harmonic averaging, 2007 46th IEEE Conference on Decision and Control, 2007. ,
DOI : 10.1109/CDC.2007.4434821
An analytical mapping for LLE and its application in multipose face synthesis, British Machine Vision Conference, 2003. ,
Thermal face recognition in an operational scenario, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004., pp.1012-1019, 2004. ,
DOI : 10.1109/CVPR.2004.1315275
Learning a Locality Preserving Subspace for Visual Recognition, Proceedings of 9th IEEE International Conference on Computer Vision, pp.385-392, 2003. ,
Discriminant Analysis on Embedded Manifold, European Conference on Computer Vision, pp.121-132, 2004. ,
DOI : 10.1007/978-3-540-24670-1_10
Nearest Manifold Approach for Face Recognition, Proc. IEEE International Conference on Automatic Face and Gesture Recognition, pp.223-228, 2004. ,
Face Recognition based on Discriminative Manifold Learning, Proc. IEEE Int'l Conf. on Pattern Recognition, pp.171-174, 2004. ,
Face recognition using laplacianfaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, issue.3, pp.328-340, 2005. ,
Independent component analysis and beyond, Mathematisch-Naturwissenschaftliche Fakultät. Institut für Informatik, 2004. ,
Dynamic facial expression recognition using Laplacian Eigenmaps-based manifold learning, 2010 IEEE International Conference on Robotics and Automation, pp.156-161, 2010. ,
DOI : 10.1109/ROBOT.2010.5509290
Distance Preserving Dimension Reduction for Manifold Learning, International Conference on Data Mining. SIAM, 2007. ,
DOI : 10.1137/1.9781611972771.56
Combining local and global information for nonlinear dimensionality reduction, Neurocomputing, vol.72, issue.10-12, pp.2235-2241, 2009. ,
DOI : 10.1016/j.neucom.2009.01.006
Categorization of faces using unsupervised feature extraction, 1990 IJCNN International Joint Conference on Neural Networks, 1990. ,
DOI : 10.1109/IJCNN.1990.137696
Face recognition: a convolutional neural-network approach, IEEE Transactions on Neural Networks, vol.8, issue.1, pp.98-113, 1997. ,
DOI : 10.1109/72.554195
Face recognition using non-linear image reconstruction. In i-LIDS : Bag and Vehicle Detection Challenge, pp.459-464, 2007. ,
Generalized discriminant analysis: A matrix exponential approach, IEEE transactions on Pattern Analysis and Machine Intelligence, vol.40, issue.1, pp.186-197, 2010. ,
Contributions à la reconnaissance de visages à partir d'une seule image et dans un contexte non-contrôlé, 2010. ,
Computer recognition of Human faces, 1977. ,
DOI : 10.1007/978-3-0348-5737-6
A feature based approach to face recognition, Proceedings 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992. ,
DOI : 10.1109/CVPR.1992.223162
Face recognition: features versus templates, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.15, issue.10, pp.1042-1052, 1993. ,
DOI : 10.1109/34.254061
Neural network-based face detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, issue.1, pp.23-38, 1998. ,
DOI : 10.1109/34.655647
Automatic face identification system using flexible appearance models, Image and Vision Computing, vol.13, issue.5, pp.393-401, 1995. ,
DOI : 10.1016/0262-8856(95)99726-H
Distortion invariant object recognition in the dynamic link architecture, IEEE Transactions on Computers, vol.42, issue.3, pp.300-311, 1993. ,
DOI : 10.1109/12.210173
Face authentication with Gabor information on deformable graphs, IEEE Transactions on Image Processing, vol.8, issue.4, 1999. ,
DOI : 10.1109/83.753738
Robust visual similarity retrieval in single model face databases, Pattern Recognition, vol.38, issue.7, pp.1009-1029, 2005. ,
DOI : 10.1016/j.patcog.2004.12.006
Robust Real-Time Face Detection, International Journal of Computer Vision, vol.57, issue.2, pp.137-154, 2004. ,
DOI : 10.1023/B:VISI.0000013087.49260.fb
Distinctive Image Features from Scale-Invariant Keypoints, International Journal of Computer Vision, vol.60, issue.2, pp.91-110, 2004. ,
DOI : 10.1023/B:VISI.0000029664.99615.94
Face Recognition with Local Binary Patterns, ECCV, pp.469-481, 2004. ,
DOI : 10.1007/978-3-540-24670-1_36
Blur Insensitive Texture Classification Using Local Phase Quantization, International Conference on Image and Signal Processing (ICISP08), pp.236-243, 2008. ,
DOI : 10.1007/978-3-540-69905-7_27
WLD: A Robust Local Image Descriptor, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, issue.9, 2010. ,
BSIF: Binarized Statistical Image Features, 21st International Conference on Pattern Recognition (ICPR), pp.1363-1366, 2012. ,
Local Binary Patterns and Its Application to Facial Image Analysis: A Survey, IEEE transactions on systems, man, and cybernetics?part c: applications and reviews, 2011. ,
DOI : 10.1109/TSMCC.2011.2118750
URL : https://hal.archives-ouvertes.fr/hal-01354386
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.7, pp.97-987, 2002. ,
DOI : 10.1109/TPAMI.2002.1017623
Face detection using improved LBP under Bayesian framework, Proc Int. Conf. Image Graph, pp.306-309, 2004. ,
Learning local descriptors for face detection, Proc. IEEE Int. Conf. Multimedia Expo, pp.928-931, 2005. ,
Face detection with the modified census transform, Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings., pp.91-96, 2004. ,
DOI : 10.1109/AFGR.2004.1301514
URL : http://dasan.sejong.ac.kr/~dihan/cv/6_Face detection with MCT.pdf
Illumination compensation and normalization in eigenspace-based face recognition: A comparative study of different pre-processing approaches, Pattern Recognition Letters, vol.29, issue.14, pp.1966-1979, 2008. ,
DOI : 10.1016/j.patrec.2008.06.015
A Hierarchical Face Recognition Method Based on Local Binary Pattern, 2008 Congress on Image and Signal Processing, pp.610-614, 2008. ,
DOI : 10.1109/CISP.2008.520
On the recent use of local binary patterns for face authentication, Dalle Molle Inst. Perceptual Artif. Intell. (IDIAP) Res. Inst., Martigny, Switzerland, Res. Rep. IDIAPRR, pp.34-2006, 2006. ,
A LBP-based Face Recognition Method with Hamming Distance Constraint, Fourth International Conference on Image and Graphics (ICIG 2007), pp.645-649, 2007. ,
DOI : 10.1109/ICIG.2007.144
A Robust Method for Near Infrared Face Recognition Based on Extended Local Binary Pattern, Proc. Int. Symp. Vis. Comput, pp.437-446, 2007. ,
DOI : 10.1007/978-3-540-76856-2_43
Combining Statistics of Geometrical and Correlative Features for 3D Face Recognition, Procedings of the British Machine Vision Conference 2006, 2006. ,
DOI : 10.5244/C.20.90
URL : http://www.bmva.org/bmvc/2006/papers/392.pdf
A completed modeling of local binary pattern operator for texture classification, IEEE Trans. Image Process, vol.19, issue.6, pp.1657-1663, 2010. ,
Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions, Proc. Anal. Model. Faces Gestures, pp.168-182, 2007. ,
DOI : 10.1007/978-3-540-75690-3_13
URL : https://hal.archives-ouvertes.fr/inria-00548674
Soft histograms for local binary patterns, Proc. Fin. Signal Process. Symp, 2007. ,
Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude, Proc. Asian Conf. Comput. Vis, pp.672-679, 2007. ,
DOI : 10.1007/978-3-540-76390-1_66
URL : http://www.cs.ust.hk/~achung/accv07_liao_chung.pdf
Face Detection Based on Multi-Block LBP Representation, Proc. Int. Conf. Biometrics, pp.11-18, 2007. ,
DOI : 10.1007/978-3-540-74549-5_2
Learning Multi-scale Block Local Binary Patterns for Face Recognition, Proc. Int. Conf. Biometrics, pp.828-837, 2007. ,
DOI : 10.1007/978-3-540-74549-5_87
URL : https://link.springer.com/content/pdf/10.1007%2F978-3-540-74549-5_87.pdf
Descriptor based methods in the wild, Proc. ECCV Workshop Faces 'Real-Life' Images: Detection, Alignment, Recog, 2008. ,
URL : https://hal.archives-ouvertes.fr/inria-00326729
Face recognition using active appearance models, European Conference on Computer Vision, pp.581-595, 1998. ,
DOI : 10.1007/BFb0054766
URL : http://s10d.smb.man.ac.uk/~gje/papers/eccv98_1.ps.gz
Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS, International on Audio and Video Based Biometric Person Authentication, pp.964-974, 2003. ,
DOI : 10.1007/3-540-44887-X_106
URL : http://www.idiap.ch/~marcel/publications/ps/rr03-10.ps.gz
A GMM parts based face representation for improved verification through relevance adaptation, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004., pp.855-861, 2004. ,
DOI : 10.1109/CVPR.2004.1315254
URL : http://ci2cv.net/media/papers/GMMFaceAdaptation.pdf
Parameterisation of a stochastic model for human face identification, Proceedings of 1994 IEEE Workshop on Applications of Computer Vision, 1994. ,
DOI : 10.1109/ACV.1994.341300
URL : http://www.uk.research.att.com/pub/docs/att/paper.95.2.ps.Z
Hayes II I. Face Recognition Using An Embedded HMM, International Conference on Audio-and Video-based Biometric Person Authentication, 1999. ,
Active Appearance Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, pp.681-685, 2001. ,
, Statistical Shape Analysis, 1998.
Cootes and P. Kittipanya-ngam, Comparing Variations on the Active Appearance Model Algorithm, British Machine Vision Conference, pp.837-846, 2002. ,
Face recognition: component-based versus global approaches, Computer Vision and Image Understanding, vol.91, issue.1-2, pp.6-21, 2003. ,
DOI : 10.1016/S1077-3142(03)00073-0
Face recognition from a single image per person: A survey, Pattern Recognition, vol.39, issue.9, pp.1725-1745, 2006. ,
DOI : 10.1016/j.patcog.2006.03.013
Person-Specific SIFT Features for Face Recognition, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07, 2007. ,
DOI : 10.1109/ICASSP.2007.366305
Recognition of Faces in Unconstrained Environments: A Comparative Study, EURASIP Journal on Advances in Signal Processing, vol.2009, issue.1, pp.1-20, 2009. ,
DOI : 10.1109/TPAMI.2006.90
Face recognition using range images, Proceedings. International Conference on Virtual Systems and MultiMedia VSMM '97 (Cat. No.97TB100182), pp.129-136, 1997. ,
DOI : 10.1109/VSMM.1997.622339
A novel technique for face recognition using range imaging, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings., pp.201-204, 2003. ,
DOI : 10.1109/ISSPA.2003.1224850
Three-dimensional face recognition: an eigensurface approach, 2004 International Conference on Image Processing, 2004. ICIP '04., pp.1421-1424, 2004. ,
DOI : 10.1109/ICIP.2004.1419769
Three-Dimensional Face Recognition: A Fishersurface Approach, International Conference on Image Analysis and Recognition, pp.684-691, 2004. ,
DOI : 10.1007/978-3-540-30126-4_83
A method for registration of 3-D shapes, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, issue.2, pp.239-256, 1992. ,
DOI : 10.1109/34.121791
Face modeling and recognition in 3-D, 2003 IEEE International SOI Conference. Proceedings (Cat. No.03CH37443), pp.232-233, 2003. ,
DOI : 10.1109/AMFG.2003.1240848
Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.4, pp.640-649, 2007. ,
DOI : 10.1109/TPAMI.2007.1017
Expression-insensitive 3D face recognition using sparse representation, 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp.2575-2582, 2009. ,
DOI : 10.1109/CVPR.2009.5206613
Iterative Closest Normal Point for 3D Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.35, issue.2, 2013. ,
DOI : 10.1109/TPAMI.2012.107
Contributions à la modélisation et à la reconnaissance faciales 3D, THESE pour obtenir le grade de Docteur en Informatique de l, 2006. ,
Comparing images using the Hausdorff distance, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.15, issue.9, pp.850-863, 1993. ,
DOI : 10.1109/34.232073
Classifying range images of human faces with Hausdorff distance, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000, pp.809-813, 2000. ,
DOI : 10.1109/ICPR.2000.906199
Automatic 3D face verification from range data, IEEE International Conference on Acoustics, Speech, and Signal Processing, pp.193-196, 2003. ,
Curvature based human face recognition using depth weighted Hausdorff distance, International Conference on Image Processing, pp.1429-1432, 2004. ,
3D facial recognition: a quantitative analysis, 38th Annual 2004 International Carnahan Conference on Security Technology, 2004., 2004. ,
DOI : 10.1109/CCST.2004.1405415
Deformation Analysis for 3D Face Matching, IEEE Workshop on Applications of Computer Vision, pp.99-104, 2005. ,
Three-dimensional model based face recognition, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004., pp.362-366, 2004. ,
DOI : 10.1109/ICPR.2004.1334127
Deformation modeling for robust 3D face matching, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.1377-1383, 2006. ,
Deformation modeling for robust 3D face matching, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.30, issue.8, pp.1346-1357, 2008. ,
An Expression Deformation Approach to Non-rigid 3D Face Recognition, International Journal of Computer Vision, vol.35, issue.4, pp.302-316, 2009. ,
DOI : 10.1364/JOSAA.4.000519
URL : http://www.csse.uwa.edu.au/~ajmal/papers/faisal_ijcv08.pdf
3D face recognition using local shape map, IEEE International Conference on Image Processing, 2004. ,
HMM-based geometric signatures for compact 3D face representation and matching, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp.1-6, 2008. ,
DOI : 10.1109/CVPRW.2008.4563126
URL : http://profs.sci.univr.it/~castella/papers/pdf/WS-CVPR08.pdf
Compact Signatures for 3D Face Recognition under Varying Expressions, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, pp.302-307, 2009. ,
DOI : 10.1109/AVSS.2009.71
URL : http://www.eecs.qmul.ac.uk/~andrea/papers/2009_AVSS_CompactSignature_Daniyal_Nair_Cavallaro.pdf
Feature detection on 3D face surfaces for pose normalisation and recognition, 2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), pp.1-6, 2010. ,
DOI : 10.1109/BTAS.2010.5634543
URL : https://lirias.kuleuven.be/bitstream/123456789/273216/3/3088.pdf
Sparse Matching of Salient Facial Curves for Recognition of 3-D Faces With Missing Parts, IEEE Transactions on Information Forensics and Security, vol.8, issue.2, 2013. ,
DOI : 10.1109/TIFS.2012.2235833
Three-Dimensional Face Recognition Using Shapes of Facial Curves, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.28, issue.11, pp.1858-1863, 2006. ,
DOI : 10.1109/TPAMI.2006.235
URL : https://hal.archives-ouvertes.fr/hal-01598218
Analysis of planar shapes using geodesic paths on shape spaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, issue.3, pp.372-383, 2004. ,
DOI : 10.1109/TPAMI.2004.1262333
URL : http://calais.stat.fsu.edu/anuj/PDF-files/Papers/ShapePaperFinal.pdf
3D face authentication and recognition based on bilateral symmetry analysis. The Visual Computer, pp.43-55, 2006. ,
DOI : 10.1007/s00371-005-0352-9
URL : http://atic.asu.edu/data/docs_pubs/3d_face_authentication.pdf
Three dimensional face recognition using isogeodesic and iso-depth curves, IEEE International Conference on Biometrics: Theory, Applications and Systems, pp.1-6, 2008. ,
DOI : 10.1109/btas.2008.4699378
Pose and Expression-Invariant 3D Face Recognition using Elastic Radial Curves, Procedings of the British Machine Vision Conference 2010, pp.90-91, 2010. ,
DOI : 10.5244/C.24.90
URL : https://hal.archives-ouvertes.fr/hal-00667583
Regional Registration for Expression Resistant 3-D Face Recognition, IEEE Transactions on Information Forensics and Security, vol.5, issue.3, pp.425-440, 2010. ,
DOI : 10.1109/TIFS.2010.2054081
URL : http://www.vanderberk.com/docs/2010regionalregistration.pdf
3D shape-based face representation and feature extraction for face recognition, Image and Vision Computing, vol.24, issue.8, pp.857-869, 2006. ,
DOI : 10.1016/j.imavis.2006.02.009
Representation Plurality and Fusion for 3-D Face Recognition, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol.38, issue.1, pp.155-173, 2008. ,
DOI : 10.1109/TSMCB.2007.908865
URL : http://www.vanderberk.com/docs/gokberk_smcb_2008.pdf
Fast and Accurate 3D Face Recognition, International Journal of Computer Vision, vol.78, issue.5, pp.389-414, 2011. ,
DOI : 10.1007/3-540-31314-1_79
URL : https://link.springer.com/content/pdf/10.1007%2Fs11263-011-0426-2.pdf
Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography, Commun. ACM, vol.24, issue.6, pp.381-395, 1981. ,
3D Face Recognition Using Simulated Annealing and the Surface Interpenetration Measure, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, issue.2, pp.206-219, 2010. ,
DOI : 10.1109/TPAMI.2009.14
Facial range image matching using the complex wavelet structural similarity metric, IEEE International Workshop on Applications of Computer Vision, p.4, 2007. ,
DOI : 10.1109/wacv.2007.22
URL : http://www.ece.utexas.edu/~shalinig/Gupta_WACV_CR_3.pdf
Discriminating 3D Faces by Statistics of Depth Differences, Asian Conference on Computer Vision, pp.690-699, 2007. ,
DOI : 10.1007/978-3-540-76390-1_68
3D Face Recognition by Local Shape Difference Boosting, European Conference on Computer Vision, pp.603-616, 2008. ,
DOI : 10.1109/ICCV.2003.1238413
URL : http://www.cs.zju.edu.cn/~gpan/download.php?ff=ECCV08.pdf
Robust 3D Face Recognition by Local Shape Difference Boosting, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, issue.10, pp.1858-1870, 2010. ,
DOI : 10.1109/TPAMI.2009.200
3D face recognition using local binary patterns, Signal Processing, vol.93, issue.8, pp.2190-2198, 2013. ,
DOI : 10.1016/j.sigpro.2012.04.002
Face recognition from depth and curvature, 1992. ,
Rank-based decision fusion for 3D shape-based face recognition, International Conference on Audio-and Video-based Biometric Person Authentication, pp.1019-1028, 2005. ,
DOI : 10.1109/siu.2005.1567696
URL : http://www.cmpe.boun.edu.tr/~gokberk/avbpa2005.pdf
A Prescreener for 3D Face Recognition Using Radial Symmetry and the Hausdorff Fraction, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), Workshops, pp.168-168, 2005. ,
DOI : 10.1109/CVPR.2005.566
Local Feature Based 3D Face Recognition, International Conference Audio-and Video-Based Biometric Person Authentication, pp.909-918, 2005. ,
DOI : 10.1007/11527923_95
Face recognition using 3D local geometrical features: PCA vs. SVM, ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005., pp.185-190, 2005. ,
DOI : 10.1109/ISPA.2005.195407
Adapting Geometric Attributes for Expression-Invariant 3D Face Recognition, IEEE International Conference on Shape Modeling and Applications 2007 (SMI '07), pp.21-32, 2007. ,
DOI : 10.1109/SMI.2007.4
3D face recognition based on facial structural angle and local region map, IEEE International Conference on Multimedia and Expo, pp.41-44, 2008. ,
Fast 3D face recognition based on normal map, IEEE International Conference on Image Processing 2005, pp.946-949, 2005. ,
DOI : 10.1109/ICIP.2005.1530213
Three-Dimensional Face Recognition, International Journal of Computer Vision, vol.9, issue.2, pp.5-30, 2005. ,
DOI : 10.1109/34.598230
URL : http://www.cs.ucsb.edu/~mturk/595/papers/BRONSTEIN.pdf
3D face recognition using mapped depth images, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshop on Face Recognition Grand Challenge Experiments, 2005. ,
Evaluation of 3D Face Recognition in the presence of facial expressions: an Annotated Deformable Model approach, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), Workshops, pp.171-171, 2005. ,
DOI : 10.1109/CVPR.2005.573
3D face recognition using sparse spherical representations, 2008 19th International Conference on Pattern Recognition, pp.1-4, 2008. ,
DOI : 10.1109/ICPR.2008.4761682
URL : http://figment.cse.usf.edu/~sfefilat/data/papers/TuCT2.3.pdf
A Region Ensemble for 3-D Face Recognition, IEEE Transactions on Information Forensics and Security, vol.3, issue.1, pp.62-73, 2008. ,
DOI : 10.1109/TIFS.2007.916287
Regional Registration for Expression Resistant 3-D Face Recognition, IEEE Transactions on Information Forensics and Security, vol.5, issue.3, pp.425-440, 2010. ,
DOI : 10.1109/TIFS.2010.2054081
Automatic 3D face authentication, Image and Vision Computing, vol.18, issue.4, pp.315-321, 2000. ,
DOI : 10.1016/S0262-8856(99)00052-9
Facial feature detection and face recognition from 2D and 3D images, Pattern Recognition Letters, vol.23, issue.10, pp.1191-1202, 2004. ,
DOI : 10.1016/S0167-8655(02)00066-1
3D human face recognition using point signature, Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition, pp.233-238, 2000. ,
Fusion of 2D and 3D data in three-dimensional face recognition, 2004 International Conference on Image Processing, 2004. ICIP '04., pp.87-90, 2004. ,
DOI : 10.1109/ICIP.2004.1418696
Matching 2.5 D scans for face recognition, pp.30-36, 2004. ,
The Analytic 3-D Transform for the Least-Squared Fit of Three Pairs of Corresponding Points, School of Computing, pp.98-103 ,
Strategies and Benefits of Fusion of 2D and 3D Face Recognition, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), Workshops, p.174, 2005. ,
DOI : 10.1109/CVPR.2005.584
Performance of Geometrix ActiveIDTM 3D Face Recognition Engine on the FRGC Data, CVPR 05 : the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) -Workshops, p.154, 2005. ,
Face recognition and modeling in 3D, IEEE International Workshop on Analysis and Modeling of Faces and Gestures, pp.232-233, 2003. ,
Face recognition from 2D and 3D images using 3D Gabor filters, Image and Vision Computing, vol.23, issue.11, pp.1018-1028, 2005. ,
DOI : 10.1016/j.imavis.2005.07.005
Object matching algorithms using robust Hausdorff distance measures, IEEE Transactions on Image Processing, vol.8, issue.3, pp.425-429, 1999. ,
Combined 2D/3D Face Recognition Using Log-Gabor Templates, 2006 IEEE International Conference on Video and Signal Based Surveillance, p.83, 2006. ,
DOI : 10.1109/AVSS.2006.35
3-D Face Recognition With the Geodesic Polar Representation, IEEE Transactions on Information Forensics and Security, vol.2, issue.3, pp.537-547, 2007. ,
DOI : 10.1109/TIFS.2007.902326
Automatic 3D face recognition from depth and intensity Gabor features, Pattern Recognition, vol.42, issue.9, pp.1895-1905, 2009. ,
DOI : 10.1016/j.patcog.2009.01.001
A desicion-theoretic generalization of on-line learning and an application to boosting, Computational Learning Theory, pp.23-37, 1995. ,
DOI : 10.1007/3-540-59119-2_166
Spatially Optimized Data-Level Fusion of Texture and Shape for Face Recognition, IEEE Transactions on Image Processing, vol.21, issue.2, 2012. ,
DOI : 10.1109/TIP.2011.2165218
2D+3D face recognition using Dual-tree Wavelet Transform, 2013 IEEE International Conference of IEEE Region 10 (TENCON 2013), pp.1-4, 2013. ,
DOI : 10.1109/TENCON.2013.6718894
Reconnaissance des visages en conditions dégradées. THÈSE pour l'obtention du grade de Docteur de l'Institut National des Télécommunications Spécialité : Traitement d'image et de signal, 2009. ,
, Digital Image Processing, 2002.
Capteur Intelligent pour la Reconnaissance de Visage Thèse Doctorat délivré conjointement par L'Institut National des Télécommunications et l, 2009. ,
The statistics of natural images. Network : Computation in Neural Systems, pp.517-548, 1994. ,
Local feature analysis: a general statistical theory for object representation, Network: Computation in Neural Systems, vol.1, issue.3, pp.477-500, 1996. ,
DOI : 10.1098/rstb.1992.0006
Contribution à l'authentification d'individus par reconnaissance de visages, 2006. ,
Robust coding schemes for indexing and retrieval from large face databases, IEEE Trans. on Image Processing, vol.9, issue.1, pp.132-137, 2000. ,
A direct LDA algorithm for high-dimensional data ??? with application to face recognition, Pattern Recognition, vol.34, issue.10, pp.2067-2070, 2001. ,
DOI : 10.1016/S0031-3203(00)00162-X
Face Recognition System Using Multiple Face Model of Hybrid Fourier Feature Under Uncontrolled Illumination Variation, IEEE Transactions on Image Processing, vol.20, issue.4, pp.1152-1165, 2011. ,
DOI : 10.1109/TIP.2010.2083674
XM2VTSDB: The Extended M2VTS Database, Proceedings, International Conference on Audio-and Video-Based Person Authentication, pp.72-77, 1999. ,
The importance of phase in signals, Proceedings of the IEEE, pp.529-541, 1981. ,
DOI : 10.1109/PROC.1981.12022
Capitalize on dimensionality increasing techniques for improving face recognition grand challenge performance, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.28, pp.725-737, 2006. ,
Gabor feature based face recognition using kernel methods, AFGR04, pp.170-175, 2004. ,
Face verification using gabor wavelets and adaboost, IEEE Computer Society Proceedings of the 18th International Conference on Pattern Recognition, pp.404-407, 2006. ,
Guide to Biometric Reference Systems and Performance Evaluation, 2009. ,
Multibiometric systems, Communications of the ACM, vol.47, issue.1, pp.34-40, 2004. ,
DOI : 10.1145/962081.962102
Fingerprint Quality Indices for Predicting Authentication Performance, Proceedings of Fifth International Conference on Audio-and Video-Based Biometric Person Authentication (AVBPA), pp.160-170, 2005. ,
DOI : 10.1007/11527923_17
, Summary of NIST Standards for Biometric Accuracy, Tamper Resistance, and Interoperability Available at ftp://sequoyah.nist.gov/pub, NIST report to the United States Congress, 2002.
Impact of Artificial " Gummy " Fingers on Fingerprint Systems, Proceedings of SPIE : Optical Security and Counterfeit Deterrence Techniques IV, pp.275-289, 2002. ,
La Biométrie multimodale : stratégies de fusion de scores et mesures de dépendance appliquées aux bases de personnes virtuelles, Thèse présentée pour l'obtention du grade de Docteur de l'Institut National des Télécommunications, 2009. ,
, MCS 2007, 2007.
Evolutionary fusion of a multi-classifier system for efficient face recognition, International Journal of Control, Automation and Systems, vol.16, issue.2, pp.33-40, 2009. ,
DOI : 10.1109/ICPR.1994.576986
An Illumination Independent Face Verification Based on Gabor Wavelet and Supported Vector Machine, Communications in Computer and Information Science, vol.15, pp.153-160, 2008. ,
DOI : 10.1007/978-3-540-85930-7_21
Classifier fusion of improved Laplacianfaces, 2010 International Conference on Machine Learning and Cybernetics, pp.11-14, 2010. ,
DOI : 10.1109/ICMLC.2010.5581035
Combining Face and Iris Biometrics for Identity Verification, Proceedings of Fourth International Conference on Audio-and Video-Based Authentication (AVBPA), pp.805-813, 2003. ,
DOI : 10.1007/3-540-44887-X_93
Applying Bayes based classifiers for decision fusion in a multi-modal identity verification system, Proceedings of International Symposium on Pattern Recognition, 1999. ,
Multimodal decision-level fusion for person authentication, Part A : Systems and Humans, pp.674-681, 1999. ,
DOI : 10.1109/3468.798073
Information fusion and person verification using speech and face information, 2002. ,
Information fusion in biometrics, Pattern Recognition Letters, vol.24, issue.13, pp.2115-2125, 2003. ,
DOI : 10.1016/S0167-8655(03)00079-5
On combining classifiers, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, issue.3, pp.226-239, 1998. ,
DOI : 10.1109/34.667881
Face recognition: A study in information fusion using fuzzy integral, Pattern Recognition Letters, vol.26, issue.6, pp.719-733, 2005. ,
DOI : 10.1016/j.patrec.2004.09.024
Confidence Partition and Hybrid Fusion in Multimodal Biometric Verification System, Lecture Notes in Computer Science, vol.39, issue.2, pp.212-219, 2009. ,
DOI : 10.1007/11677482_8
Studies of Fingerprint Template Selection and Update. Workshops and Symposia, CCIS, vol.28, pp.150-163, 2009. ,
, Towards Hybrid and Adaptive Computing, pp.401-418, 2010.
Person identification using multiple cues, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.17, issue.10, pp.955-966, 1995. ,
DOI : 10.1109/34.464560
Review of Classifier Combination Methods, Machine Learning in Document Analysis and Recognition, vol.90, pp.361-386, 2008. ,
DOI : 10.1007/978-3-540-76280-5_14
, Handbook of Multibiometrics. International Series on Biometrics, vol.6, 2006.
Large-scale evaluation of multimodal biometric authentication using state-of-the-art systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, issue.3, pp.450-455, 2005. ,
DOI : 10.1109/TPAMI.2005.57
Combining Fingerprint Classifiers, Proceedings of the First International Workshop on Multiple Classifier Systems, pp.351-361, 2000. ,
DOI : 10.1007/3-540-45014-9_34
Multimodal biometric authentication based on score level fusion using support vector machine, Opto?Electron, 2009. ,
Fuzzy sets Information Control, pp.338-353, 1965. ,
FUZZY MEASURES AND FUZZY INTEGRALS???A SURVEY, Fuzzy Automata and Decision Processes, pp.89-102, 1977. ,
DOI : 10.1016/B978-1-4832-1450-4.50027-4
Face Recognition Using Fuzzy Integral and Wavelet Decomposition Method, IEEE Transactions on Systems , Part B: Cybernetics, vol.34, issue.4, 2004. ,
Using Fuzzy, Neural and Fuzzy-Neural Combination Methods in Ensembles with Different Levels of Diversity, Artificial Neural Networks, pp.349-359, 2007. ,
DOI : 10.1007/978-3-540-74690-4_36
An interpretation of fuzzy measures and the Choquet integral as an integral with respect to a fuzzy measure. Fuzzy Sets Syst, pp.201-227, 1988. ,
A contribution to multi-modal identity verification using decision fusion, 1999. ,
Fusion of audio and video information for multi modal person authentication, Pattern Recognition Letters, vol.18, issue.9, pp.835-843, 1997. ,
DOI : 10.1016/S0167-8655(97)00071-8
Expert conciliation for multi modal person authentication systems by Bayesian statistics, Proceedings of the First International Conference on Audioand Video-Based Biometric Person Authentication, pp.291-300, 1997. ,
DOI : 10.1007/BFb0016008
Authentification Mulimodale D'Identité. Thèse présentée en vue de l'obtention du grade de Docteur en Sciences Appliquées, 1999. ,
The nature of statistical learning theory. Book: The nature of statistical learning theory, 1995. ,
Score Information Decision Fusion Using Support Vector Machine for a Correlation Filter Based Speaker Authentication System, Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems CISIS'08, pp.235-242, 2009. ,
DOI : 10.1007/978-3-540-88181-0_30
Eigenfeatures and Supervectors in Feature and Score Fusion for SVM Face and Speaker Verification, Biometric ID Management and Multimodal Communication, pp.81-88, 2009. ,
DOI : 10.1007/3-540-44887-X_74
Fusion of Multiple Matchers Using SVM for Offline Signature Identification, Security Technology, vol.58, pp.201-208, 2009. ,
DOI : 10.1007/978-3-642-10847-1_25
Histogram Equalization in SVM Multimodal Person Verification, Advances in Biometrics, vol.4642, pp.819-827, 2007. ,
DOI : 10.1007/978-3-540-74549-5_86
Classifier Fusion: Combination Methods For Semantic Indexing in Video Content, Artificial Neural Networks, vol.4132, pp.65-74, 2006. ,
DOI : 10.1007/11840930_7
Fusion de Données : Ultime Etape de Reconnaissance de Formes. Applications à l'Identification et à l'Authentification, Thèse pour obtenir le grade de Docteur de l'université de Tours, 2005. ,
A method for registration of 3-D shapes, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, issue.2, pp.239-256, 1992. ,
DOI : 10.1109/34.121791
Object modelling by registration of multiple range images, Image and Vision Computing, vol.10, issue.3, pp.145-155, 1992. ,
DOI : 10.1016/0262-8856(92)90066-C
Comparaison Des Methodes De Reduction D'espace Et L'application Des SVMs Pour La Classification Dans L'authentification De Visages, N°13, pp.116-126, 2012. ,
Identification of Faces by Multimodal Information Fusion of Depth and Color, Sensors & Transducers Journal, vol.140, issue.5, pp.74-87, 2012. ,
Texture classification by center-symmetric auto-correlation, using Kullback discrimination of distributions, Pattern Recognition Letters, vol.16, issue.1, 1993. ,
DOI : 10.1016/0167-8655(94)00061-7
The Classification of Scores from Multi-classifiers for Face Verification, Sensors and Transducers Journal, vol.145, issue.10, pp.116-118, 2012. ,
Distinctive Image Features from Scale-Invariant Keypoints, International Journal of Computer Vision, vol.60, issue.2, pp.91-110, 2004. ,
DOI : 10.1023/B:VISI.0000029664.99615.94
3-D Face Recognition Using eLBP-Based Facial Description and Local Feature Hybrid Matching, IEEE Transactions on Information Forensics and Security, vol.7, issue.5, pp.1551-1565, 2012. ,
DOI : 10.1109/TIFS.2012.2206807
Demo Software: SIFT Keypoint Detector [322] Identification of Faces by Multimodal Information 3D Face Recognition Based on G-H Shape Variation, Lecture Notes in Computer Science, vol.3338, pp.233-243, 2005. ,
New Multiple Classifier Systems For Face Authentification, Courrier du Savoir, N°18, pp.53-62, 2014. ,
Degraded image analysis: an invariant approach, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, issue.6, pp.590-603, 1998. ,
DOI : 10.1109/34.683773
Repousser les limites de l'identification faciale en contexte de vidéosurveillance. Docteur De L'université De Grenoble Spécialité : Signal -Images -Parole -Télécoms (SIPT), 2012. ,
Digital image restoration, IEEE Signal Processing Magazine, vol.14, issue.2, pp.24-41, 1997. ,
DOI : 10.1109/79.581363
A Method for Blur and Similarity Transform Invariant Object Recognition, 14th International Conference on Image Analysis and Processing (ICIAP 2007), pp.583-588, 2007. ,
DOI : 10.1109/ICIAP.2007.4362840
Local Binary Patterns: New Variants and Applications, Studies in Computational Intelligence, vol.506, 2014. ,
Histogram of Gabor Phase Patterns (HGPP): A Novel Object Representation Approach for Face Recognition, IEEE Transactions on Image Processing, vol.16, issue.1, 2007. ,
DOI : 10.1109/TIP.2006.884956
Recognition of blurred faces using Local Phase Quantization, 2008 19th International Conference on Pattern Recognition, pp.1-4, 2008. ,
DOI : 10.1109/ICPR.2008.4761847
Natural Image Statistics, 2009. ,
DOI : 10.1007/978-1-84882-491-1
Independent component analysis: algorithms and applications, Neural Networks, vol.13, issue.4-5, 2000. ,
DOI : 10.1016/S0893-6080(00)00026-5
3D Face recognition using Corresponding Point Direction Measure and depth local features, IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, pp.86-89, 2010. ,
DOI : 10.1109/ICOSP.2010.5656654
An Efficient 3D Face Recognition Method Using Geometric Features, 2010 2nd International Workshop on Intelligent Systems and Applications, pp.1-4, 2010. ,
DOI : 10.1109/IWISA.2010.5473292
A new scheme for 3D face recognition based on 2D Gabor Wavelet Transform plus LBP, 2011 6th International Conference on Computer Science & Education (ICCSE), pp.860-865, 2011. ,
DOI : 10.1109/ICCSE.2011.6028773
Matching 3D face scans using interest points and local histogram descriptors, Computers & Graphics, vol.37, issue.5, pp.509-525, 2013. ,
DOI : 10.1016/j.cag.2013.04.001
meshSIFT: Local surface features for 3D face recognition under expression variations and partial data, Computer Vision and Image Understanding, vol.117, issue.2, pp.158-169, 2013. ,
DOI : 10.1016/j.cviu.2012.10.002
A unified probabilistic framework for automatic 3D facial expression analysis based on a Bayesian belief inference and statistical feature models, Image and Vision Computing, vol.31, issue.3, pp.231-245, 2013. ,
DOI : 10.1016/j.imavis.2012.10.001
URL : https://hal.archives-ouvertes.fr/hal-01339135
Rigid-area orthogonal spectral regression for efficient 3D face recognition, Neurocomputing, vol.129, issue.10, pp.445-457, 2014. ,
DOI : 10.1016/j.neucom.2013.09.014
Computer Vision Using Local Binary Patterns, Computational Imaging and Vision, vol.40, 2011. ,
Efficent face verification system based on multiscale multidesriptor local binary features and exponentiel discriminant analysis, ICIP, 2014. ,
Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.35, issue.5, pp.1164-1177, 2013. ,
DOI : 10.1109/TPAMI.2012.199
Face Authentication Using Adapted Local Binary Pattern Histograms, ECCV, vol.2, issue.1, pp.321-332, 2006. ,
DOI : 10.1007/3-540-44887-X_5
Local Binary Patterns as an Image Preprocessing for Face Authentication, 7th International Conference on Automatic Face and Gesture Recognition (FGR06), pp.9-14, 2006. ,
DOI : 10.1109/FGR.2006.72
Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes. ICB, Taigman. Effective Face Recognition by Combining Multiple Descriptors and Learned Background Statistics. IEEE transactions on Pattern Analysis and Machine Intelligence, pp.1-11, 1978. ,
Leveraging Billions of Faces to Overcome Performance Barriers in Unconstrained Face Recognition, pp.1108-1122, 2011. ,
Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions, IEEE Trans. Image Process, vol.19, 2010. ,
DOI : 10.1007/978-3-540-75690-3_13
URL : https://hal.archives-ouvertes.fr/inria-00548674
Within-class covariance normalization for SVMbased speaker recognition in, Proc. ICSLP, pp.1471-1474, 2006. ,
Fusion by Combination of Scores Multi-Biometric Systems, Proc. IEEE Conf. EUVIP, pp.252-257, 2011. ,
Efficient 3D face recognition handling facial expression and hair occlusion, Image and Vision Computing, vol.30, issue.9, pp.668-679, 2012. ,
DOI : 10.1016/j.imavis.2012.07.011
COSMOS-A representation scheme for 3D free-form objects, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.10, pp.1115-1130, 1997. ,
DOI : 10.1109/34.625113
A 3D face matching framework for facial curves, Graphical Models, vol.71, issue.2, pp.77-91, 2009. ,
DOI : 10.1016/j.gmod.2008.12.003
Application of two-dimensional principal component analysis for recognition of face images, Pattern Recognition and Image Analysis, vol.26, issue.1, pp.513-527, 2010. ,
DOI : 10.1016/j.patrec.2005.04.002
Robust texture classification by subsets of local binary patterns, Pattern Recognition, International Conference on, p.3947, 2000. ,
A numerical study of large sparse matrix exponentials arising in Markov chains, Computational Statistics & Data Analysis, vol.29, issue.3, pp.345-368, 1999. ,
DOI : 10.1016/S0167-9473(98)00062-0
A General Exponential Framework for Dimensionality Reduction, IEEE Transactions on Image Processing, vol.23, issue.2, 2014. ,
DOI : 10.1109/TIP.2013.2297020
Matrix Computation, 1983. ,
Fast orthogonal forward selection algorithm for feature subset selection, IEEE Transactions on Neural Networks, vol.13, issue.5, pp.1218-1224, 2002. ,
DOI : 10.1109/TNN.2002.1031954
Front-End Factor Analysis for Speaker Verification, IEEE Transactions on Audio, Speech, and Language Processing, vol.19, issue.4, pp.788-798, 2011. ,
DOI : 10.1109/TASL.2010.2064307
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.11, pp.1927-1943, 2007. ,
DOI : 10.1109/TPAMI.2007.1105
Wavelet Features for 3D Face Recognition Cross Disciplinary Biometric Systems, pp.93-116, 2012. ,
Keypoint Detection and Local Feature Matching for Textured 3D Face Recognition, International Journal of Computer Vision, vol.3, issue.11, pp.1-12, 2008. ,
DOI : 10.1007/s11263-007-0085-5
Automatic 3D face recognition from depth and intensity Gabor features, Pattern Recognition, vol.42, issue.9, pp.1895-1905, 2009. ,
DOI : 10.1016/j.patcog.2009.01.001
Robust 3D face recognition based on resolution invariant features, Pattern Recognition Letters, vol.32, issue.7, pp.1009-1019, 2011. ,
DOI : 10.1016/j.patrec.2011.02.004
Overview of the Face Recognition Grand Challenge, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), pp.947-954, 2006. ,
DOI : 10.1109/CVPR.2005.268
Expression-invariant representations of faces, IEEE Trans. Image Process, vol.16, issue.1, pp.188-197, 2007. ,
Multimodal 3d and 2d Face Authentication Approach Using Extended LBP and Statistic Local Features Proposed, Proc. IEEE Conf. EUVIP, pp.130-135, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01281178
Efficient sparse coding algorithms, Advances in Neural Information Processing Systems 20, NIPS, 2006. ,
Online dictionary learning for sparse coding, Proceedings of the 26th Annual International Conference on Machine Learning, ICML '09, 2009. ,
DOI : 10.1145/1553374.1553463
Supervised dictionary learning, Advances in Neural Information Processing Systems 23, NIPS, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00322431
Graph regularized sparse coding for image representation, IEEE Transactions on Image Processing, vol.20, issue.5, 2011. ,
Cosine Similarity Metric Learning for Face Verification, Proc. Asian Conf. Computer Vision, pp.709-720, 2011. ,
DOI : 10.1007/11564386_26
Distance Metric Learning for Large Margin Nearest Neighbor Classification, Proc. Conf. Advances in Neural Information Processing Systems, 2005. ,
Information-theoretic metric learning, Proceedings of the 24th international conference on Machine learning, ICML '07, pp.209-216, 2007. ,
DOI : 10.1145/1273496.1273523
Neighborhood Repulsed Metric Learning for Kinship Verification, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.36, issue.2, 2014. ,