Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces
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
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Global Dimensionality of Face Space
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
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
Recognizing faces with PCA and ICA
Computer Vision and Image Understanding - Special issue on Face recognition
Face recognition by independent component analysis
IEEE Transactions on Neural Networks
Out-of-core tensor approximation of multi-dimensional matrices of visual data
ACM SIGGRAPH 2005 Papers
The equivalence of two-dimensional PCA to line-based PCA
Pattern Recognition Letters
Feature extraction approaches based on matrix pattern: MatPCA and MatFLDA
Pattern Recognition Letters
Generalized Low Rank Approximations of Matrices
Machine Learning
Neural Networks - 2005 Special issue: IJCNN 2005
An assembled matrix distance metric for 2DPCA-based image recognition
Pattern Recognition Letters
Non-iterative generalized low rank approximation of matrices
Pattern Recognition Letters
On the impact of outliers on high-dimensional data analysis methods for face recognition
Proceedings of the 2nd international workshop on Computer vision meets databases
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
The theoretical analysis of GLRAM and its applications
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(2D)2LDA: An efficient approach for face recognition
Pattern Recognition
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Complete invariants for robust face recognition
Pattern Recognition
Image covariance-based subspace method for face recognition
Pattern Recognition
Is two-dimensional PCA equivalent to a special case of modular PCA?
Pattern Recognition Letters
Volume measure in 2DPCA-based face recognition
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Robotics Research
Whitened LDA for face recognition
Proceedings of the 6th ACM international conference on Image and video retrieval
Appearance-based video clustering in 2D locality preserving projection subspace
Proceedings of the 6th ACM international conference on Image and video retrieval
New Least Squares Support Vector Machines Based on Matrix Patterns
Neural Processing Letters
A massively parallel face recognition system
EURASIP Journal on Embedded Systems
Application of image correction and bit-plane fusion in generalized PCA based face recognition
Pattern Recognition Letters
Dynamic training using multistage clustering for face recognition
Pattern Recognition
Journal on Image and Video Processing
Pattern Recognition Letters
A two stage algorithm for face recognition: 2DPCA and within-class scatter minimization
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
A Tensor Approximation Approach to Dimensionality Reduction
International Journal of Computer Vision
Matrix-pattern-oriented least squares support vector classifier with AdaBoost
Pattern Recognition Letters
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
2D Gaborface representation method for face recognition with ensemble and multichannel model
Image and Vision Computing
Face recognition based on ordinal correlation
International Journal of Intelligent Systems Technologies and Applications
Robust detection of outliers for projection-based face recognition methods
Multimedia Tools and Applications
Two-dimensional Laplacianfaces method for face recognition
Pattern Recognition
Uncorrelated multilinear principal component analysis through successive variance maximization
Proceedings of the 25th international conference on Machine learning
Combinatorial and statistical methods for part selection for object recognition
International Journal of Computer Mathematics - Computer Vision and Pattern Recognition
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Classification of multivariate time series using two-dimensional singular value decomposition
Knowledge-Based Systems
False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Appearance-Based Map Learning for Mobile Robot by Using Generalized Regression Neural Network
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Symmetry Based Two-Dimensional Principal Component Analysis for Face Recognition
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Double Sides 2DPCA for Face Recognition
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
A note on two-dimensional linear discriminant analysis
Pattern Recognition Letters
A simplified GLRAM algorithm for face recognition
Neurocomputing
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Person Specific Document Retrieval Using Face Biometrics
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Optimal Local Basis: A Reinforcement Learning Approach for Face Recognition
International Journal of Computer Vision
Two-dimensional subspace classifiers for face recognition
Neurocomputing
Integrated Computer-Aided Engineering
Robust Simultaneous Low Rank Approximation of Tensors
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Structural Adaptation for Patch-Based Image Denoising
CAR '09 Proceedings of the 2009 International Asia Conference on Informatics in Control, Automation and Robotics
Letters: Neighborhood discriminant tensor mapping
Neurocomputing
IEICE - Transactions on Information and Systems
Improving the interest operator for face recognition
Expert Systems with Applications: An International Journal
Factored principal components analysis, with applications to face recognition
Statistics and Computing
Nearest Neighbor Convex Hull Classification Method for Face Recognition
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Age Classification System with ICA Based Local Facial Features
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Research of Palmprint Recognition Based on 2DPCA
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Iris Feature Extraction Based on the Complete 2DPCA
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Face Image Recognition Combining Holistic and Local Features
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Feature extraction based on Laplacian bidirectional maximum margin criterion
Pattern Recognition
Theoretical analysis on feature extraction capability of class-augmented PCA
Pattern Recognition
2DPCA-based techniques in DCT domain for face recognition
International Journal of Intelligent Systems Technologies and Applications
An Integrated System of Face Recognition
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Incremental learning of bidirectional principal components for face recognition
Pattern Recognition
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Computerized Detection of Pulmonary Nodule Based on Two-Dimensional PCA
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
Impact of Gaze Analysis on the Design of a Caption Production Software
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Part III: Applications and Services
Two-dimensional discriminant locality preserving projections for face recognition
Pattern Recognition Letters
Learned local Gabor patterns for face representation and recognition
Signal Processing
Curvelet based face recognition via dimension reduction
Signal Processing
Appearance based recognition methodology for recognising fingerspelling alphabets
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Face recognition via the overlapping energy histogram
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Tensor distance based multilinear multidimensional scaling for image and video analysis
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Short Communication: Face recognition using message passing based clustering method
Journal of Visual Communication and Image Representation
Fast image compression based on (2D)2 PCA
CSNA '07 Proceedings of the IASTED International Conference on Communication Systems, Networks, and Applications
Secure speech template protection in speaker verification system
Speech Communication
Comparing and combining lighting insensitive approaches for face recognition
Computer Vision and Image Understanding
Two-dimensional maximum margin feature extraction for face recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Complete neighborhood preserving embedding for face recognition
Pattern Recognition
A feature extraction method for use with bimodal biometrics
Pattern Recognition
Robust iris recognition algorithm for non-cooperative environment
International Journal of Biometrics
Independent components extraction from image matrix
Pattern Recognition Letters
2D-LPI: Two-Dimensional Locality Preserving Indexing
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Modular image principal component analysis for face recognition
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Hybrid intelligent system clonart applied to face recognition
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Centroid neural network for face recognition
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Face recognition using discriminant locality preserving projections
Image and Vision Computing
A two stage algorithm for face recognition: 2DPCA and within-class scatter minimization
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Uncorrelated multilinear principal component analysis for unsupervised multilinear subspace learning
IEEE Transactions on Neural Networks
(2D)2PCA-ICA: a new approach for face representation and recognition
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
VisualCor system: search actor correlations in TV series
Proceedings of the First International Conference on Internet Multimedia Computing and Service
IEEE Transactions on Image Processing
Interesting faces: A graph-based approach for finding people in news
Pattern Recognition
Rapid and brief communication: Two-dimensional FLD for face recognition
Pattern Recognition
2D-LDA: A statistical linear discriminant analysis for image matrix
Pattern Recognition Letters
Selecting discriminant eigenfaces for face recognition
Pattern Recognition Letters
Fast communication: Active energy image plus 2DLPP for gait recognition
Signal Processing
Fusion of support vector classifiers for parallel gabor methods applied to face verification
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Road sign recognition using spatial dimension reduction methods based on PCA and SVMs
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
A novel multi-stage classifier for face recognition
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Face recognition based on binary template matching
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Real time object recognition using K-nearest neighbor in parametric eigenspace
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Real-time subspace-based background modeling using multi-channel data
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Random subspace two-dimensional PCA for face recognition
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
False positive reduction in mammographic mass detection using local binary patterns
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
A novel image hiding approach based on correlation analysis for secure multimodal biometrics
Journal of Network and Computer Applications
Face recognition using a color PCA framework
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Nonlinear dimensionality reduction for face recognition
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Face recognition based on invariant eigenvectors and hausdorff fraction distance
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
Maximum margin criterion with tensor representation
Neurocomputing
Feature extraction based on fuzzy 2DLDA
Neurocomputing
Two dimensional nonnegative matrix factorization
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Face identification using linear regression
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Generalized low-rank approximations of matrices revisited
IEEE Transactions on Neural Networks
Feature extraction by learning Lorentzian metric tensor and its extensions
Pattern Recognition
Two-dimensional supervised local similarity and diversity projection
Pattern Recognition
Perfect histogram matching PCA for face recognition
Multidimensional Systems and Signal Processing
Aligned texture map creation for pose invariant face recognition
Multimedia Tools and Applications
Block-wise 2D kernel PCA/LDA for face recognition
Information Processing Letters
Efficient face recognition using tensor subspace regression
Neurocomputing
MammoSys: A content-based image retrieval system using breast density patterns
Computer Methods and Programs in Biomedicine
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
Artificial Intelligence Review
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Newborn footprint recognition using subspace learning methods
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Plant classification using leaf image based on 2D linear discriminant analysis
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Two-dimensional sparse principal component analysis for palmprint recognition
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
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
Letters: Laplacian bidirectional PCA for face recognition
Neurocomputing
Studies on hyperspectral face recognition in visible spectrum with feature band selection
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Tensor distance based multilinear locality-preserved maximum information embedding
IEEE Transactions on Neural Networks
A new implementation of common matrix approach using third-order tensors for face recognition
Expert Systems with Applications: An International Journal
Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking
International Journal of Computer Vision
Visual-audio integration for user authentication system of partner robots
ICIRA'10 Proceedings of the Third international conference on Intelligent robotics and applications - Volume Part II
Tensor-based locally maximum margin classifier for image and video classification
Computer Vision and Image Understanding
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Two-dimensional random projection
Signal Processing
A survey of multilinear subspace learning for tensor data
Pattern Recognition
Texture descriptors for generic pattern classification problems
Expert Systems with Applications: An International Journal
Matrix-variate and higher-order probabilistic projections
Data Mining and Knowledge Discovery
ICC'06 Proceedings of the 10th WSEAS international conference on Circuits
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Representing image matrices: eigenimages versus eigenvectors
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Incremental alignment manifold learning
Journal of Computer Science and Technology - Special issue on natural language processing
Facial images dimensionality reduction and recognition by means of 2DKLT
Machine Graphics & Vision International Journal
Classification of three-way data by the dissimilarity representation
Signal Processing
Are tensor decomposition solutions unique? on the Global convergence HOSVD and parafac algorithms
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
ICCSA'11 Proceedings of the 2011 international conference on Computational science and Its applications - Volume Part V
Robust regression for face recognition
Pattern Recognition
Supervised Discriminant Projection with Its Application to Face Recognition
Neural Processing Letters
Expert Systems with Applications: An International Journal
Matrix pattern based minimum within-class scatter support vector machines
Applied Soft Computing
Detection of defect in textile fabrics using optimal Gabor wavelet network and two-dimensional PCA
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Weighted principal component analysis
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
A study on the influence of shape in classifying small spectral data sets
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Face recognition using two-dimensional CCA and PLS
International Journal of Biometrics
Computers and Electrical Engineering
Matrix representation in pattern classification
Expert Systems with Applications: An International Journal
Palmprint verification using GridPCA for Gabor features
Proceedings of the Second Symposium on Information and Communication Technology
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
2D geon based generic object recognition
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Expert Systems with Applications: An International Journal
Principal component net analysis for face recognition
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Weighted principal component extraction with genetic algorithms
Applied Soft Computing
E-2DLDA: a new matrix-based image representation method for face recognition
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Recognizing face or object from a single image: linear vs. kernel methods on 2d patterns
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Feature extraction using class-augmented principal component analysis (CA-PCA)
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Two-Dimensional discriminant transform based on scatter difference criterion for face recognition
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Two-Dimensional PCA combined with PCA for neural network based image registration
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Common image method(null space + 2DPCAs) for face recognition
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Bilinear discriminant analysis for face recognition
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Eigen and fisher-fourier spectra for shift invariant pose-tolerant face recognition
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
New feature extraction approaches for face recognition
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Face recognition using modular bilinear discriminant analysis
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Image matrix fisher discriminant analysis (IMFDA)- 2d matrix based face image retrieval algorithm
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Improvement on PCA and 2DPCA algorithms for face recognition
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Discriminative common images for face recognition
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
A 2DPCA-Based video watermarking scheme for resistance to temporal desynchronization
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Directional two-dimensional principal component analysis for face recognition
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
A fast feature extraction method for kernel 2DPCA
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A novel feature extraction approach to face recognition based on partial least squares regression
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A novel feature fusion approach based on blocking and its application in image recognition
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Comparison of novel dimension reduction methods in face verification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Patient position detection for SAR optimization in magnetic resonance imaging
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
An online face recognition system using multiple compressed images over the internet
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Two-Dimensional fisher discriminant analysis and its application to face recognition
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Multiple similarities based kernel subspace learning for image classification
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Network-Based face recognition system using multiple images
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
Object recognition using k-nearest neighbor in object space
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
A study on object recognition technology using PCA in the variable illumination
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Two dimensional laplacianfaces method for face recognition
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Multi-modal techniques for identity theft prevention
HSI'05 Proceedings of the 3rd international conference on Human Society@Internet: web and Communication Technologies and Internet-Related Social Issues
Face verification advances using spatial dimension reduction methods: 2DPCA & SVM
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Spatial approach to pose variations in face verification
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Generalized two-dimensional FLD method for feature extraction: an application to face recognition
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Recent advances in subspace analysis for face recognition
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Human action recognition using non-separable oriented 3D dual-tree complex wavelets
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Gradient-based local descriptor and centroid neural network for face recognition
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Block LDA for face recognition
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
A statistically selected part-based probabilistic model for object recognition
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
(2D)2 DLDA for efficient face recognition
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Pose invariant generic object recognition with orthogonal axis manifolds in linear subspace
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Two-Dimensional optimal transform for appearance based object recognition
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Comparing and combining spatial dimension reduction methods in face verification
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Application of wave atoms decomposition and extreme learning machine for fingerprint classification
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - 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
A secure multimodal biometric verification scheme
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Discriminant sparse neighborhood preserving embedding for face recognition
Pattern Recognition
An improved hybrid approach to face recognition by fusing local and global discriminant features
International Journal of Biometrics
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
A local spectral distribution approach to face recognition
Computer Vision and Image Understanding
Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
Expert Systems with Applications: An International Journal
Probabilistic learning of similarity measures for tensor PCA
Pattern Recognition Letters
On nonlinear dimensionality reduction for face recognition
Image and Vision Computing
Enhanced fisher discriminant criterion for image recognition
Pattern Recognition
Concurrency and Computation: Practice & Experience
Survey: Subspace methods for face recognition
Computer Science Review
Future Generation Computer Systems
Ordinal preserving projection: a novel dimensionality reduction method for image ranking
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Face recognition using spectrum-based feature extraction
Applied Soft Computing
Expert Systems: The Journal of Knowledge Engineering
GridLDA of Gabor wavelet features for palmprint identification
Proceedings of the Third Symposium on Information and Communication Technology
Fusion of bidirectional image matrices and 2D-LDA: an efficient approach for face recognition
Proceedings of the Third Symposium on Information and Communication Technology
Two-phase test sample representation with efficient m-nearest neighbor selection in face recognition
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Astroid shaped DCT feature extraction for enhanced face recognition
Proceedings of the CUBE International Information Technology Conference
Joint geometry and variability for image recognition
Neurocomputing
Neurocomputing
Color face tensor factorization and slicing for illumination-robust recognition
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
The study on internet-based face recognition system using PCA and MMD
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Efficient optimization for low-rank integrated bilinear classifiers
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Active shape model with inter-profile modeling paradigm for cardiac right ventricle segmentation
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Complex-Matrix-Based horizontal and vertical discriminant analysis for feature fusion
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Face recognition by searching most similar sample with immune learning
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Expert Systems with Applications: An International Journal
Comparison of tensor unfolding variants for 2DPCA-based color facial portraits recognition
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
A unified view of two-dimensional principal component analyses
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Three-fold structured classifier design based on matrix pattern
Pattern Recognition
Fusion of local features for face recognition by multiple least square solutions
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
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
Logistic tensor regression for classification
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Learning compact representation for image with tensor manifold perspective
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
ICT-EurAsia'13 Proceedings of the 2013 international conference on Information and Communication Technology
Modular discriminant analysis and its applications
Artificial Intelligence Review
Learning realistic facial expressions from web images
Pattern Recognition
Novel and efficient pedestrian detection using bidirectional PCA
Pattern Recognition
Adaptive discriminant learning for face recognition
Pattern Recognition
Feature extraction based on Lp-norm generalized principal component analysis
Pattern Recognition Letters
Weighted Modular Image Principal Component Analysis for face recognition
Expert Systems with Applications: An International Journal
Using the idea of the sparse representation to perform coarse-to-fine face recognition
Information Sciences: an International Journal
FPGA-Based architecture for extended associative memories and its application in image recognition
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Face recognition with learned local curvelet patterns and 2-directional l1-norm based 2DPCA
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
High-sensitivity hardware trojan detection using multimodal characterization
Proceedings of the Conference on Design, Automation and Test in Europe
Structure preserving non-negative matrix factorization for dimensionality reduction
Computer Vision and Image Understanding
Face recognition with enhanced local directional patterns
Neurocomputing
Dimension reduction methods for image pattern recognition
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Robust frontal view search using extended manifold learning
Journal of Visual Communication and Image Representation
Face recognition using Weber local descriptors
Neurocomputing
Multiple rank multi-linear SVM for matrix data classification
Pattern Recognition
Thinking of images as what they are: compound matrix regression for image classification
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
Local descriptors and similarity measures for frontal face recognition: A comparative analysis
Journal of Visual Communication and Image Representation
An efficient approach for face recognition based on common eigenvalues
Pattern Recognition
A New Framework for Multiscale Saliency Detection Based on Image Patches
Neural Processing Letters
Hi-index | 0.16 |
Abstract--In this paper, a new technique coined two-dimensional principal component analysis (2DPCA) is developed for image representation. As opposed to PCA, 2DPCA is based on 2D image matrices rather than 1D vectors so the image matrix does not need to be transformed into a vector prior to feature extraction. Instead, an image covariance matrix is constructed directly using the original image matrices, and its eigenvectors are derived for image feature extraction. To test 2DPCA and evaluate its performance, a series of experiments were performed on three face image databases: ORL, AR, and Yale face databases. The recognition rate across all trials was higher using 2DPCA than PCA. The experimental results also indicated that the extraction of image features is computationally more efficient using 2DPCA than PCA.