Sparse and Dense Hybrid Representation via Dictionary Decomposition for Face Recognition

Sparse representation provides an effective tool for classification under the conditions that every class has sufficient representative training samples and the training data are uncorrupted. These conditions may not hold true in many practical applications. Face identification is an example where w...

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