Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Using Discriminant Eigenfeatures for Image Retrieval
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
Automatic Classification of Single Facial Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition: Features Versus Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning the Face Space - Representation and Recognition
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
Automatic Face Recognition via Wavelets and Mathematical Morphology
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
Face recognition using discriminant eigenvectors
ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 04
Image compression using wavelet transform and multiresolution decomposition
IEEE Transactions on Image Processing
A shape- and texture-based enhanced Fisher classifier for face recognition
IEEE Transactions on Image Processing
Face recognition/detection by probabilistic decision-based neural network
IEEE Transactions on Neural Networks
Face recognition using the nearest feature line method
IEEE Transactions on Neural Networks
A modified algorithm for generalized discriminant analysis
Neural Computation
Real-Time Gesture Recognition by Learning and Selective Control of Visual Interest Points
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face recognition: A study in information fusion using fuzzy integral
Pattern Recognition Letters
Shapeme Histogram Projection and Matching for Partial Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face recognition based on discriminant fractional Fourier feature extraction
Pattern Recognition Letters
Comparison of the nearest feature classifiers for face recognition
Machine Vision and Applications
Rectified nearest feature line segment for pattern classification
Pattern Recognition
Local Discriminant Wavelet Packet Coordinates for Face Recognition
The Journal of Machine Learning Research
The discrete modal transform and its application to lossy image compression
Image Communication
Dynamic training using multistage clustering for face recognition
Pattern Recognition
A statistical multiresolution approach for face recognition using structural hidden Markov models
EURASIP Journal on Advances in Signal Processing
A novel nearest feature space classifier for face recognition
ISPRA'06 Proceedings of the 5th WSEAS International Conference on Signal Processing, Robotics and Automation
WND-CHARM: Multi-purpose image classification using compound image transforms
Pattern Recognition Letters
A Novel Approach for Automatic Palmprint Recognition
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Palmprint Recognition by Applying Wavelet Subband Representation and Kernel PCA
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Expert Systems with Applications: An International Journal
A generalization of dissimilarity representations using feature lines and feature planes
Pattern Recognition Letters
New approaches for face recognition using neural networks
SSIP'08 Proceedings of the 8th conference on Signal, Speech and image processing
Biometric Face Recognition with Different Training and Testing Databases
Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction
Cluster-based nearest-neighbour classifier and its application on the lightning classification
Journal of Computer Science and Technology
Face recognition in JPEG and JPEG2000 compressed domain
Image and Vision Computing
Nearest Neighbor Convex Hull Classification Method for Face Recognition
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Face Recognition Based on Wavelet-Curvelet-Fractal Technique
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
High-order associative memories for pattern recognition
ICS'08 Proceedings of the 12th WSEAS international conference on Systems
Face Recognition under Variant Illumination Using PCA and Wavelets
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Curvelet based face recognition via dimension reduction
Signal Processing
Iterative subspace analysis based on feature line distance
IEEE Transactions on Image Processing
Multiresolution face recognition
Image and Vision Computing
Face recognition using dual-tree complex wavelet features
IEEE Transactions on Image Processing
A novel multi-stage classifier for face recognition
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Mixture-of-Laplacian faces and its application to face recognition
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Generalizing dissimilarity representations using feature lines
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Fusing local patterns of gabor magnitude and phase for face recognition
IEEE Transactions on Image Processing
Direct sparse nearest feature classifier for face recognition
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
Linear projection methods in face recognition under unconstrained illuminations: a comparative study
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Credit risk evaluation with kernel-based affine subspace nearest points learning method
Expert Systems with Applications: An International Journal
A highly robust approach face recognition using hausdorff-trace transformation
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
On efficient multi-angle face prototype collection
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Prototype reduction techniques: A comparison among different approaches
Expert Systems with Applications: An International Journal
Gabor feature extraction for gray scale image
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Application of DCT blocks with principal component analysis for face recognition
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Face recognition using RBF neural networks and wavelet transform
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
On using high-definition body worn cameras for face recognition from a distance
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
A regularized correntropy framework for robust pattern recognition
Neural Computation
Beyond sparsity: The role of L1-optimizer in pattern classification
Pattern Recognition
Regularization of LDA for face recognition: a post-processing approach
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Face recognition based on support vector machine fusion and wavelet transform
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
Pattern classification using rectified nearest feature line segment
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Post-processing on LDA's discriminant vectors for facial feature extraction
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Eigenspectra versus eigenfaces: classification with a kernel-based nonlinear representor
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Robust classification using l2,1-norm based regression model
Pattern Recognition
A novel 2d gabor wavelets window method for face recognition
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Selection of wavelet subbands using genetic algorithm for face recognition
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Nonlinear nearest subspace classifier
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A new subspace approach for face recognition
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Directional discriminant analysis based on nearest feature line
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Survey: Subspace methods for face recognition
Computer Science Review
Component-based global k-NN classifier for small sample size problems
Pattern Recognition Letters
Perceptual relativity-based local hyperplane classification
Neurocomputing
Face recognition via Weighted Sparse Representation
Journal of Visual Communication and Image Representation
Nearest feature line discriminant analysis in DFRCT domain for image feature extraction
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
K-local hyperplane distance nearest neighbor classifier oriented local discriminant analysis
Information Sciences: an International Journal
Discriminant analysis based on nearest feature line
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Selecting feature lines in generalized dissimilarity representations for pattern recognition
Digital Signal Processing
Local Tangent Distances for Classification Problems
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Theme word subspace method for text document categorization
DM-IKM '12 Proceedings of the Data Mining and Intelligent Knowledge Management Workshop
Coarse to fine K nearest neighbor classifier
Pattern Recognition Letters
Pattern Recognition Letters
Feature Extraction Based on Maximum Nearest Subspace Margin Criterion
Neural Processing Letters
Linear reconstruction measure steered nearest neighbor classification framework
Pattern Recognition
Random subspace support vector machine ensemble for reliable face recognition
International Journal of Biometrics
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Feature extraction, discriminant analysis, and classification rule are three crucial issues for face recognition. This paper presents hybrid approaches to handle three issues together. For feature extraction, we apply the multiresolution wavelet transform to extract waveletface. We also perform the linear discriminant analysis on waveletfaces to reinforce discriminant power. During classification, the nearest feature plane (NFP) and nearest feature space (NFS) classifiers are explored for robust decision in presence of wide facial variations. Their relationships to conventional nearest neighbor and nearest feature line classifiers are demonstrated. In the experiments, the discriminant waveletface incorporated with the NFS classifier achieves the best face recognition performance.