A novel method for detecting lips, eyes and faces in real time
Real-Time Imaging - Special issue on spectral imaging
Unified probabilistic models for face recognition from a single example image per person
Journal of Computer Science and Technology
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
Face recognition: A study in information fusion using fuzzy integral
Pattern Recognition Letters
Deterioration of visual information in face classification using Eigenfaces and Fisherfaces
Machine Vision and Applications
An assembled matrix distance metric for 2DPCA-based image recognition
Pattern Recognition Letters
A method of face recognition based on fuzzy clustering and parallel neural networks
Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs
Face recognition using point symmetry distance-based RBF network
Applied Soft Computing
Gabor wavelets and General Discriminant Analysis for face identification and verification
Image and Vision Computing
Gabor wavelets and General Discriminant Analysis for face identification and verification
Image and Vision Computing
2D and 3D face recognition: A survey
Pattern Recognition Letters
Dynamic training using multistage clustering for face recognition
Pattern Recognition
Eigenface vs. Spectroface: a comparison on the face recognition problems
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
Information granulation as a basis of fuzzy modeling
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
A Novel Elliptical Basis Function Neural Networks Model Based on a Hybrid Learning Algorithm
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Discriminant Analysis with Label Constrained Graph Partition
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Online Classifier Considering the Importance of Attributes
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Induction machine fault detection using clone selection programming
Expert Systems with Applications: An International Journal
A multiexpert collaborative biometric system for people identification
Journal of Visual Languages and Computing
Information Sciences: an International Journal
A Random Network Ensemble for Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Face Recognition Based on Wavelet-Curvelet-Fractal Technique
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Interval type-2 fuzzy logic and modular neural networks for face recognition applications
Applied Soft Computing
Real-Time Face Tracking and Recognition Based on Particle Filtering and AdaBoosting Techniques
Proceedings of the 13th International Conference on Human-Computer Interaction. Part II: Novel Interaction Methods and Techniques
Tuning Kernel Parameters with Different Gabor Features for Face Recognition
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
ICA Based on KPCA and Hierarchical RBF Network for Face Recognition
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Eigenface vs. Spectroface: a comparison on the face recognition problems
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Illumination invariant face recognition
Pattern Recognition
Face recognition using a fuzzy fisherface classifier
Pattern Recognition
Selecting discriminant eigenfaces for face recognition
Pattern Recognition Letters
A very fast neural learning for classification using only new incoming datum
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
A classifier for Bangla handwritten numeral recognition
Expert Systems with Applications: An International Journal
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
EBGM with fuzzy fusion on face recognition
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Face verification based on bagging RBF networks
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Parts-Based holistic face recognition with RBF neural networks
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Self-adaptive RBF neural networks for face recognition
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Infrared face recognition by using blood perfusion data
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
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
An improved hybrid approach to face recognition by fusing local and global discriminant features
International Journal of Biometrics
MIMO Lyapunov theory-based RBF neural classifier for traffic sign recognition
Applied Computational Intelligence and Soft Computing - Special issue on Applied Neural Intelligence to Modeling, Control, and Management of Human Systems and Environments
Expert Systems with Applications: An International Journal
The design of polynomial function-based neural network predictors for detection of software defects
Information Sciences: an International Journal
Face Recognition System using Discrete Cosine Transform combined with MLP and RBF Neural Networks
International Journal of Mobile Computing and Multimedia Communications
Automation of combustion monitoring in boilers using discriminant radial basis network
International Journal of Artificial Intelligence and Soft Computing
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
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A general and efficient design approach using a radial basis function (RBF) neural classifier to cope with small training sets of high dimension, which is a problem frequently encountered in face recognition, is presented. In order to avoid overfitting and reduce the computational burden, face features are first extracted by the principal component analysis (PCA) method. Then, the resulting features are further processed by the Fisher's linear discriminant (FLD) technique to acquire lower-dimensional discriminant patterns. A novel paradigm is proposed whereby data information is encapsulated in determining the structure and initial parameters of the RBF neural classifier before learning takes place. A hybrid learning algorithm is used to train the RBF neural networks so that the dimension of the search space is drastically reduced in the gradient paradigm. Simulation results conducted on the ORL database show that the system achieves excellent performance both in terms of error rates of classification and learning efficiency