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We show how interpolants can be viewed as classifiers in supervised machine learning. This view has several advantages: First,we are able to use off-the-shelf classification techniques, in particular ...
Hierarchical Ensemble of Global and Local Classifiers for Face Recognition
Hierarchical Ensemble of Global Local Classifiers Face Recognition
2010/12/20
In the literature of psychophysics and neurophysiology,many studies have shown that both global and local features are crucial for face representation and recognition. This paper
proposes a novel fac...
Hierarchical Ensemble of Global and Local Classifiers for Face Recognition
Global Local Classifiers Face Recognition
2010/12/17
In the literature of psychophysics and neurophysiology,many studies have shown that both global and local features are crucial for face representation and recognition. This paper proposes a novel face...
Multiple Fisher Classifiers Combination for Face Recognition based on Grouping AdaBoosted Gabor Features,
Face Recognition Grouping AdaBoosted Gabor Features
2010/12/15
Gabor features has been recognized as one of the most successful representation
methods, such as Elastic Graph Matching, Gabor Fisher Classifier, and AdaBoost Gabor
Fisher Classifier. One of the key...
Nearest Neighbourhood Classifiers in a Bimodal Biometric Verification System Fusion Decision Scheme
Biometrics face verification speaker verification k-NN classifiers
2014/3/12
Identity verification systems that use a mono modal biometrics always have to contend with sensor noise and limitations of feature extractor and matching.However combining information from different b...