209 citations · 682 across the 67 of their papers we have counts for
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cs.CV2015★ 1 cited
Sparseness helps: Sparsity Augmented Collaborative Representation for Classification
Naveed Akhtar, Faisal Shafait, Ajmal Mian
Many classification approaches first represent a test sample using the training samples of all the classes. This collaborative representation is then used to label the test sample.…
cs.CV2015★ 1 cited
Discriminative Bayesian Dictionary Learning for Classification
Naveed Akhtar, Faisal Shafait, Ajmal Mian
We propose a Bayesian approach to learn discriminative dictionaries for sparse representation of data. The proposed approach infers probability distributions over the atoms of a di…