Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Subspace Classification for Face Recognition
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
Discriminant Analysis of Principal Components for Face Recognition
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Face recognition: component-based versus global approaches
Computer Vision and Image Understanding - Special issue on Face recognition
Combining Pattern Classifiers: Methods and Algorithms
Combining Pattern Classifiers: Methods and Algorithms
Gabor-Based Kernel PCA with Fractional Power Polynomial Models for Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
An improved face recognition technique based on modular PCA approach
Pattern Recognition Letters
Journal of Cognitive Neuroscience
Face recognition using ada-boosted gabor features
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Face recognition by independent component analysis
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
Soft clustering for nonparametric probability density function estimation
Pattern Recognition Letters
Fusion of classifiers for illumination robust face recognition
Expert Systems with Applications: An International Journal
Complex wavelet transform-based face recognition
EURASIP Journal on Advances in Signal Processing
Face Recognition Based on Histogram of Modular Gabor Feature and Support Vector Machines
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Comparing and combining lighting insensitive approaches for face recognition
Computer Vision and Image Understanding
Image and Vision Computing
Predicting trait impressions of faces using local face recognition techniques
Expert Systems with Applications: An International Journal
An adaptively weighted sub-pattern locality preserving projection for face recognition
Journal of Network and Computer Applications
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
A structure-preserved local matching approach for face recognition
Pattern Recognition Letters
The complete gabor-fisher classifier for robust face recognition
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Incremental face recognition for large-scale social network services
Pattern Recognition
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In this paper, we introduce a new face recognition approach based on the representation of each individual by a feature vector extracted through a bank of Gabor filters and Karhunen-Loeve transform. This method operates directly on sub-patterns of the whole image, extracting features from them. The features obtained by each sub-pattern are used to train a Parzen Window Classifier. Moreover, our method computes the contributions of each part in order to enhance the robustness to facial expression and illumination condition. Extensive experiments carried out on the FERET database of faces prove the advantages of the proposed approach when compared with other well-known techniques.