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IEEE Transactions on Pattern Analysis and Machine Intelligence· 2013Q1

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

Zhuolin Jiang, Zhe Lin, L.S. Davis

Short summary

A new Label Consistent K-SVD (LC-KSVD) algorithm learns a discriminative dictionary for sparse coding by enforcing label information on dictionary items, leading to similar sparse codes for features of the same class.

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Field: Computational Mechanics

Computational MechanicsEngineering