Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Probabilistic Visual Learning for Object Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support vector machines applied to face recognition
Proceedings of the 1998 conference on Advances in neural information processing systems II
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Manifold Pursuit: A New Approach to Appearance Based Recognition
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Face Recognition Using Kernel Based Fisher Discriminant Analysis
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
The CMU Pose, Illumination, and Expression (PIE) Database
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Think globally, fit locally: unsupervised learning of low dimensional manifolds
The Journal of Machine Learning Research
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Boosting Chain Learning for Object Detection
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Video-based face recognition using probabilistic appearance manifolds
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Where Are Linear Feature Extraction Methods Applicable?
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-graph enabled active learning for multimodal web image retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Statistical and computational analysis of locality preserving projection
ICML '05 Proceedings of the 22nd international conference on Machine learning
Learning Nonlinear Image Manifolds by Global Alignment of Local Linear Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Discriminant neighborhood embedding for classification
Pattern Recognition
Rapid and brief communication: Laplacian linear discriminant analysis
Pattern Recognition
Face recognition from a single image per person: A survey
Pattern Recognition
Locality preserving CCA with applications to data visualization and pose estimation
Image and Vision Computing
Clustering and searching WWW images using link and page layout analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Neighborhood discriminant projection for face recognition
Pattern Recognition Letters
Face recognition using spectral features
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 24th international conference on Machine learning
Optimal dimensionality of metric space for classification
Proceedings of the 24th international conference on Machine learning
A multi-expert approach for wavelet-based face detection
Pattern Recognition Letters
Appearance-based video clustering in 2D locality preserving projection subspace
Proceedings of the 6th ACM international conference on Image and video retrieval
Localized versus locality-preserving subspace projections for face recognition
Journal on Image and Video Processing
Face recognition using elastic local reconstruction based on a single face image
Pattern Recognition
Regularized regression on image manifold for retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
RegionBoost learning for 2D+3D based face recognition
Pattern Recognition Letters
Spectral regression: a unified subspace learning framework for content-based image retrieval
Proceedings of the 15th international conference on Multimedia
A multi-matcher for ear authentication
Pattern Recognition Letters
Multimodal biometrics using geometry preserving projections
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Wavelet decomposition tree selection for palm and face authentication
Pattern Recognition Letters
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis
IEEE Transactions on Knowledge and Data Engineering
Kernel class-wise locality preserving projection
Information Sciences: an International Journal
Orthogonal neighborhood preserving discriminant analysis for face recognition
Pattern Recognition
Recovering the 3D shape and poses of face images based on the similarity transform
Pattern Recognition Letters
Two-stage optimal component analysis
Computer Vision and Image Understanding
Regularized query classification using search click information
Pattern Recognition
A Direct Locality Preserving Projections (DLPP) Algorithm for Image Recognition
Neural Processing Letters
Computer Vision and Image Understanding
Pattern Recognition Letters
Locality sensitive semi-supervised feature selection
Neurocomputing
Palmprint recognition with improved two-dimensional locality preserving projections
Image and Vision Computing
A unified framework for semi-supervised dimensionality reduction
Pattern Recognition
Noisy manifold learning using neighborhood smoothing embedding
Pattern Recognition Letters
Two-dimensional Laplacianfaces method for face recognition
Pattern Recognition
Relevance aggregation projections for image retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Simultaneous eye tracking and blink detection with interactive particle filters
EURASIP Journal on Advances in Signal Processing
Feature extraction using constrained maximum variance mapping
Pattern Recognition
Semi-supervised sub-manifold discriminant analysis
Pattern Recognition Letters
A novel class-dependence feature analysis method for face recognition
Pattern Recognition Letters
Classification of multivariate time series using locality preserving projections
Knowledge-Based Systems
Extracting the optimal dimensionality for local tensor discriminant analysis
Pattern Recognition
Extensions of Manifold Learning Algorithms in Kernel Feature Space
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Learning a Person-Independent Representation for Precise 3D Pose Estimation
Multimodal Technologies for Perception of Humans
Measuring Graph Similarity Using Spectral Geometry
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Large-Scale Clustering through Functional Embedding
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Transferred Dimensionality Reduction
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
A New Orthogonal Discriminant Projection Based Prediction Method for Bioinformatic Data
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Subspace manifold learning with sample weights
Image and Vision Computing
ICA-based neighborhood preserving analysis for face recognition
Computer Vision and Image Understanding
Real-time human action recognition by luminance field trajectory analysis
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Monitoring visual focus of attention via local discriminant projection
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
A New Solution Scheme of Unsupervised Locality Preserving Projection Method for the SSS Problem
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Optimal Local Basis: A Reinforcement Learning Approach for Face Recognition
International Journal of Computer Vision
An efficient discriminant-based solution for small sample size problem
Pattern Recognition
Fusion of classifiers for illumination robust face recognition
Expert Systems with Applications: An International Journal
A multiexpert collaborative biometric system for people identification
Journal of Visual Languages and Computing
A supervised method to discriminate between impostors and genuine in biometry
Expert Systems with Applications: An International Journal
Normal maps vs. visible images: Comparing classifiers and combining modalities
Journal of Visual Languages and Computing
Audio-visual human recognition using semi-supervised spectral learning and hidden Markov models
Journal of Visual Languages and Computing
Fusion of color spaces for ear authentication
Pattern Recognition
Bilateral Two-Dimensional Locality Preserving Projections with Its Application to Face Recognition
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Spatially Smooth Subspace Face Recognition Using LOG and DOG Penalties
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Nonnegative-Least-Square Classifier for Face Recognition
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Face recognition across pose: A review
Pattern Recognition
Feature extraction based on Laplacian bidirectional maximum margin criterion
Pattern Recognition
Finding representative landmarks of data on manifolds
Pattern Recognition
Enhanced graph-based dimensionality reduction with repulsion Laplaceans
Pattern Recognition
Why Is Facial Occlusion a Challenging Problem?
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Pattern Recognition Letters
Personalized tag recommendation using graph-based ranking on multi-type interrelated objects
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Sparsity preserving projections with applications to face recognition
Pattern Recognition
Informative Laplacian Projection
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Image retrieval using nonlinear manifold embedding
Neurocomputing
Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-supervised Extension
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Two-dimensional discriminant locality preserving projections for face recognition
Pattern Recognition Letters
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Trace ratio criterion for feature selection
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Learning a locality discriminating projection for classification
Knowledge-Based Systems
Neighbourhood preserving discriminant embedding in face recognition
Journal of Visual Communication and Image Representation
Short Communication: Face recognition using message passing based clustering method
Journal of Visual Communication and Image Representation
Binary sparse nonnegative matrix factorization
IEEE Transactions on Circuits and Systems for Video Technology
Audio-guided video-based face recognition
IEEE Transactions on Circuits and Systems for Video Technology
Face recognition under occlusions and variant expressions with partial similarity
IEEE Transactions on Information Forensics and Security
Fast Haar transform based feature extraction for face representation and recognition
IEEE Transactions on Information Forensics and Security
Comparing and combining lighting insensitive approaches for face recognition
Computer Vision and Image Understanding
Synchronized submanifold embedding for person-independent pose estimation and beyond
IEEE Transactions on Image Processing
Ubiquitously supervised subspace learning
IEEE Transactions on Image Processing
Semi-supervised bilinear subspace learning
IEEE Transactions on Image Processing
Complete neighborhood preserving embedding for face recognition
Pattern Recognition
Graph embedding with constraints
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A novel statistical generative model dedicated to face recognition
Image and Vision Computing
Image and Vision Computing
Laplacian Linear Discriminant Analysis Approach to Unsupervised Feature Selection
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
An eye localization, tracking and blink pattern recognition system: Algorithm and evaluation
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Robust Discriminant Analysis Based on Nonparametric Maximum Entropy
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Laplacian Discriminant Projection Based on Affinity Propagation
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Gabor boost linear discriminant analysis for face recognition
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Uncorrelated discriminant simplex analysis for view-invariant gait signal computing
Pattern Recognition Letters
Optimal regularization parameter estimation for spectral regression discriminant analysis
IEEE Transactions on Circuits and Systems for Video Technology
Face recognition using dual-tree complex wavelet features
IEEE Transactions on Image Processing
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Distributed recognition of human actions using wearable motion sensor networks
Journal of Ambient Intelligence and Smart Environments
Face alignment by minimizing the closest classification distance
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Constrained Laplacian Eigenmap for dimensionality reduction
Neurocomputing
Outlier-resisting graph embedding
Neurocomputing
Graph-optimized locality preserving projections
Pattern Recognition
Emulating biological strategies for uncontrolled face recognition
Pattern Recognition
Super-resolution of human face image using canonical correlation analysis
Pattern Recognition
Predicting trait impressions of faces using local face recognition techniques
Expert Systems with Applications: An International Journal
A doubly weighted approach for appearance-based subspace learning methods
IEEE Transactions on Information Forensics and Security
Patch-based pose inference with a mixture of density estimators
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Analyzing facial expression by fusing manifolds
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Face recognition using parzenfaces
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Mixture-of-Laplacian faces and its application to face recognition
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Capturing 3D human motion from monocular images using orthogonal locality preserving projection
ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
An adaptively weighted sub-pattern locality preserving projection for face recognition
Journal of Network and Computer Applications
On minimum class locality preserving variance support vector machine
Pattern Recognition
A novel local sensitive frontier analysis for feature extraction
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Locality preserving discriminant projections
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Multi-view ear recognition based on moving least square pose interpolation
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Integrating global and local structures in semi-supervised discriminant analysis
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Face recognition using marginal manifold learning and SVM
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Feature extraction based on fuzzy 2DLDA
Neurocomputing
Discriminant analysis via support vectors
Neurocomputing
Short Communication: A novel local preserving projection scheme for use with face recognition
Expert Systems with Applications: An International Journal
Locality preserving fisher discriminant analysis for face recognition
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Improving face recognition by combination of natural and Gabor faces
Pattern Recognition Letters
Discriminant feature extraction based on center distance
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Visyllable-specific facial transition motion embedding and extraction
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Facial expression recognition based on graph-preserving sparse non-negative matrix factorization
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Elastic block set reconstruction for face recognition
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Misalignment-robust face recognition
IEEE Transactions on Image Processing
Learning an intrinsic-variable preserving manifold for dynamic visual tracking
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Regularized locality preserving projections and its extensions for face recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Feature extraction by learning Lorentzian metric tensor and its extensions
Pattern Recognition
Two-dimensional supervised local similarity and diversity projection
Pattern Recognition
An online core vector machine with adaptive MEB adjustment
Pattern Recognition
Face recognition using Intrinsicfaces
Pattern Recognition
Perfect histogram matching PCA for face recognition
Multidimensional Systems and Signal Processing
Enhanced local texture feature sets for face recognition under difficult lighting conditions
IEEE Transactions on Image Processing
Efficient face recognition using tensor subspace regression
Neurocomputing
Bezier control points image: a novel shape representation approach for medical imaging
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Pattern Recognition Letters
Fusing local patterns of gabor magnitude and phase for face recognition
IEEE Transactions on Image Processing
LPP solution schemes for use with face recognition
Pattern Recognition
Linear discriminant projection embedding based on patches alignment
Image and Vision Computing
Exemplar based Laplacian Discriminant Projection
Expert Systems with Applications: An International Journal
Facial expression recognition on multiple manifolds
Pattern Recognition
Face matching and retrieval using soft biometrics
IEEE Transactions on Information Forensics and Security
Face recognition in global harmonic subspace
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Flexible manifold embedding: a framework for semi-supervised and unsupervised dimension reduction
IEEE Transactions on Image Processing
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A supervised locality preserving projections based local matching algorithm for face recognition
AST/UCMA/ISA/ACN'10 Proceedings of the 2010 international conference on Advances in computer science and information technology
Nonparametric marginal Fisher analysis for feature extraction
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Face recognition using null space-based local discriminant embedding
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Orthogonal locally discriminant projection for palmprint recognition
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Kernel sparse representation for image classification and face recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Gabor feature based sparse representation for face recognition with gabor occlusion dictionary
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Robust head pose estimation using supervised manifold learning
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Face recognition via two dimensional locality preserving projection in frequency domain
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Manifold learning for biomarker discovery in MR imaging
MLMI'10 Proceedings of the First international conference on Machine learning in medical imaging
Distance metric learning by minimal distance maximization
Pattern Recognition
Letters: Laplacian bidirectional PCA for face recognition
Neurocomputing
Multimodal biometric human recognition for perceptual human-computer interaction
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Tensor distance based multilinear locality-preserved maximum information embedding
IEEE Transactions on Neural Networks
A structure-preserved local matching approach for face recognition
Pattern Recognition Letters
Free form face recognition using kernel sparse representation
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Semi-supervised nearest neighbor discriminant analysis using local mean for face recognition
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
CollSec'10 Proceedings of the 2010 international conference on Collaborative methods for security and privacy
Orthogonal local spline discriminant projection with application to face recognition
Pattern Recognition Letters
Contextual constraints based linear discriminant analysis
Pattern Recognition Letters
An efficient face recognition algorithm based on robust principal component analysis
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Feature Extraction Using Laplacian Maximum Margin Criterion
Neural Processing Letters
Semi-supervised classification by local coordination
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Linear dimensionality reduction through eigenvector selection for object recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Face recognition using sparse representations and manifold learning
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Bearing performance degradation assessment using locality preserving projections
Expert Systems with Applications: An International Journal
A rotation invariant face recognition method based on complex network
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
An effective approach to pose invariant 3D face recognition
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
A survey of multilinear subspace learning for tensor data
Pattern Recognition
A multi-manifold discriminant analysis method for image feature extraction
Pattern Recognition
Neighborhood preserving regression for image retrieval
Neurocomputing
Learning video manifold for segmenting crowd events and abnormality detection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Manifold elastic net: a unified framework for sparse dimension reduction
Data Mining and Knowledge Discovery
Learning human identity using view-invariant multi-view movement representation
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Orthogonal Complete Discriminant Locality Preserving Projections for Face Recognition
Neural Processing Letters
An optimization criterion for generalized marginal Fisher analysis on undersampled problems
International Journal of Automation and Computing
Transfer latent variable model based on divergence analysis
Pattern Recognition
Face recognition based on the multi-scale local image structures
Pattern Recognition
Maximum variance sparse mapping
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Kernel Discriminant Embedding in face recognition
Journal of Visual Communication and Image Representation
The analysis of parameters t and k of LPP on several famous face databases
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Robust regression for face recognition
Pattern Recognition
Supervised optimal locality preserving projection
Pattern Recognition
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Supervised Discriminant Projection with Its Application to Face Recognition
Neural Processing Letters
Face Recognition Using Kernel UDP
Neural Processing Letters
Matrix pattern based minimum within-class scatter support vector machines
Applied Soft Computing
Pattern Recognition Letters
Discriminative concept factorization for data representation
Neurocomputing
A novel probabilistic linear subspace approach for face applications
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Targeted optical biopsies for surveillance endoscopies
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Uncorrelated neighborhood preserving projections for face recognition
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Adaptively weighted subpattern-based isometric projection for face recognition
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Beyond sparsity: The role of L1-optimizer in pattern classification
Pattern Recognition
Computers and Electrical Engineering
Expert Systems with Applications: An International Journal
Design of a feature set for face recognition problem
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
Extraction of discriminative manifold for face recognition
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
A new subspace analysis approach based on laplacianfaces
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Gabor feature based face recognition using supervised locality preserving projection
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Riemannian manifold learning for nonlinear dimensionality reduction
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Inter-modality face recognition
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
A testing methodology for face recognition algorithms
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Image recognition with LPP mixtures
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Face recognition using neural networks and pattern averaging
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Semi-supervised support vector learning for face recognition
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Robust linearly optimized discriminant analysis
Neurocomputing
User modeling: Through statistical analysis and subspace learning
Expert Systems with Applications: An International Journal
Combining geometric and gabor features for face recognition
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Two dimensional laplacianfaces method for face recognition
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Face recognition using neighborhood preserving projections
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Illumination invariant feature selection for face recognition
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Appearance manifold of facial expression
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
Dimensionality reduction: beyond the Johnson-Lindenstrauss bound
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
Commute time guided transformation for feature extraction
Computer Vision and Image Understanding
Structured sparse linear graph embedding
Neural Networks
Neighborhood preserving projections (NPP): a novel linear dimension reduction method
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
A supervised non-linear dimensionality reduction approach for manifold learning
Pattern Recognition
Classifying faces with discriminant isometric feature mapping
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Subclass-Oriented dimension reduction with constraint transformation and manifold regularization
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Lorentzian discriminant projection and its applications
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Face recognition via AAM and multi-features fusion on riemannian manifolds
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Pattern Recognition Letters
Image approach towards document mining in neuroscientific publications
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Kernel fisher LPP for face recognition
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Trace quotient problems revisited
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Image label completion by pursuing contextual decomposability
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Intelligent face recognition: local versus global pattern averaging
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
LPP and LPP mixtures for graph spectral clustering
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Feature extraction via balanced average neighborhood margin maximization
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Exemplar based laplacian discriminant projection
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Spatial feature interdependence matrix (SFIM): a robust descriptor for face recognition
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Discriminant sparse neighborhood preserving embedding for face recognition
Pattern Recognition
Optimized projection for sparse representation based classification
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
A new proposal for locality preserving projection
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
A local spectral distribution approach to face recognition
Computer Vision and Image Understanding
Gene Classification Using Parameter-Free Semi-Supervised Manifold Learning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Feature Extraction Using a Complete Kernel Extension of Supervised Graph Embedding
Neural Processing Letters
High-throughput-derived biologically-inspired features for unconstrained face recognition
Image and Vision Computing
Face recognition using discriminant sparsity neighborhood preserving embedding
Knowledge-Based Systems
Local CCA alignment and its applications
Neurocomputing
On nonlinear dimensionality reduction for face recognition
Image and Vision Computing
A block-based orthogonal locality preserving projection method for face super-resolution
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Face recognition using Elasticfaces
Pattern Recognition
Locality-constrained concept factorization
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Survey: Subspace methods for face recognition
Computer Science Review
Enhanced semi-supervised local Fisher discriminant analysis for face recognition
Future Generation Computer Systems
Domain transfer dimensionality reduction via discriminant kernel learning
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Fast multi-scale local phase quantization histogram for face recognition
Pattern Recognition Letters
The small sample size problem of ICA: A comparative study and analysis
Pattern Recognition
Orthogonal discriminant vector for face recognition across pose
Pattern Recognition
Class dependent factor analysis and its application to face recognition
Pattern Recognition
Positive semidefinite metric learning using boosting-like algorithms
The Journal of Machine Learning Research
Distributed recognition of human actions using wearable motion sensor networks
Journal of Ambient Intelligence and Smart Environments
Generalized local discriminant embedding for face recognition
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Sparse representation based classification for face recognition by k-limaps algorithm
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Face recognition based on combination of human perception and local binary pattern
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Gabor feature-based fast neighborhood component analysis for face recognition
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Towards collaborative feature extraction for face recognition
Natural Computing: an international journal
Joint geometry and variability for image recognition
Neurocomputing
Letters: Enhancing sparsity via ℓp (0
Neurocomputing
Neurocomputing
Identification of great apes using gabor features and locality preserving projections
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data
Face illumination compensation dictionary
Neurocomputing
Information Sciences: an International Journal
Overlapping local phase feature (OLPF) for robust face recognition in surveillance
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Reduced analytical dependency modeling for classifier fusion
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Generalized locality preserving Maxi-Min Margin Machine
Neural Networks
Learning orthogonal projections for Isomap
Neurocomputing
Face recognition by searching most similar sample with immune learning
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Personal and Ubiquitous Computing
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Face recognition using multilinear manifold analysis of local descriptors
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Eyeglasses removal of thermal image based on visible information
Information Fusion
A comparative study of nonlinear manifold learning methods for cancer microarray data classification
Expert Systems with Applications: An International Journal
Face recognition via Weighted Sparse Representation
Journal of Visual Communication and Image Representation
Kernel based enhanced maximum margin criterion for feature extraction
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Multiple kernel local Fisher discriminant analysis for face recognition
Signal Processing
Biview face recognition in the shape-texture domain
Pattern Recognition
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
A novel unconstrained correlation filter and its application in face recognition
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Face recognition using fast neighborhood component analysis with spatially smooth regularizer
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
The maximized discriminative subspace for manifold learning problem
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Feature extraction using two-dimensional neighborhood margin and variation embedding
Computer Vision and Image Understanding
Role-based identity recognition for TV broadcasts
Multimedia Tools and Applications
Random walk distances in data clustering and applications
Advances in Data Analysis and Classification
Muscle computer interfaces for driver distraction reduction
Computer Methods and Programs in Biomedicine
A supervised orthogonal discriminant projection for tumor classification using gene expression data
Computers in Biology and Medicine
High order pLSA for indexing tagged images
Signal Processing
Sparsity sharing embedding for face verification
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Texture representations using subspace embeddings
Pattern Recognition Letters
Robust face recognition using the GAP feature
Pattern Recognition
Robust spectral regression for face recognition
Neurocomputing
The role of dictionary learning on sparse representation-based classification
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Feature Extraction Based on Maximum Nearest Subspace Margin Criterion
Neural Processing Letters
Face recognition with enhanced local directional patterns
Neurocomputing
Face recognition using Weber local descriptors
Neurocomputing
Hybrid structure for robust dimensionality reduction
Neurocomputing
Regularized latent least square regression for cross pose face recognition
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Multi-view embedding learning for incompletely labeled data
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
On approaching 2D-FPCA technique to improve image representation in frequency domain
Proceedings of the Fourth Symposium on Information and Communication Technology
Multi-linear neighborhood preserving projection for face recognition
Pattern Recognition
Multi-resolution feature fusion for face recognition
Pattern Recognition
Regularized discriminant entropy analysis
Pattern Recognition
Dimensionality reduction with adaptive graph
Frontiers of Computer Science: Selected Publications from Chinese Universities
An improved palmprint recognition system using iris features
Journal of Real-Time Image Processing
Discriminative Orthogonal Nonnegative matrix factorization with flexibility for data representation
Expert Systems with Applications: An International Journal
Global plus local: A complete framework for feature extraction and recognition
Pattern Recognition
Double linear regressions for single labeled image per person face recognition
Pattern Recognition
A Rayleigh-Ritz style method for large-scale discriminant analysis
Pattern Recognition
Expert Systems with Applications: An International Journal
Large-scale SVD and manifold learning
The Journal of Machine Learning Research
Weighted discriminative sparsity preserving embedding for face recognition
Knowledge-Based Systems
Local maximal margin discriminant embedding for face recognition
Journal of Visual Communication and Image Representation
Sparse tensor embedding based multispectral face recognition
Neurocomputing
Low-resolution face recognition: a review
The Visual Computer: International Journal of Computer Graphics
Face Recognition with Integrating Multiple Cues
Journal of Signal Processing Systems
Soft label based Linear Discriminant Analysis for image recognition and retrieval
Computer Vision and Image Understanding
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We propose an appearance-based face recognition method called the Laplacianface approach. By using Locality Preserving Projections (LPP), the face images are mapped into a face subspace for analysis. Different from Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) which effectively see only the Euclidean structure of face space, LPP finds an embedding that preserves local information, and obtains a face subspace that best detects the essential face manifold structure. The Laplacianfaces are the optimal linear approximations to the eigenfunctions of the Laplace Beltrami operator on the face manifold. In this way, the unwanted variations resulting from changes in lighting, facial expression, and pose may be eliminated or reduced. Theoretical analysis shows that PCA, LDA, and LPP can be obtained from different graph models. We compare the proposed Laplacianface approach with Eigenface and Fisherface methods on three different face data sets. Experimental results suggest that the proposed Laplacianface approach provides a better representation and achieves lower error rates in face recognition.