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cs.CV2018★ 35 cited
Analysis Dictionary Learning based Classification: Structure for Robustness
Wen Tang, Ashkan Panahi, Hamid Krim +1
A discriminative structured analysis dictionary is proposed for the classification task. A structure of the union of subspaces (UoS) is integrated into the conventional analysis di…
cs.CV2018★ 2 cited
Structured Analysis Dictionary Learning for Image Classification
Wen Tang, Ashkan Panahi, Hamid Krim +1
We propose a computationally efficient and high-performance classification algorithm by incorporating class structural information in analysis dictionary learning. To achieve more…