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Sparse Representation-based Classification

Sparse Representation-based Classification is the task based on the description of the data as a linear combination of few building blocks - atoms - taken from a pre-defined dictionary of such fundamental elements.

Papers

Showing 1120 of 49 papers

TitleStatusHype
Collaborative representation-based robust face recognition by discriminative low-rank representation0
Collaborative Representation for Classification, Sparse or Non-sparse?0
A Fast Dictionary Learning Method for Coupled Feature Space Learning0
Continuous and Simultaneous Gesture and Posture Recognition for Commanding a Robotic Wheelchair; Towards Spotting the Signal Patterns0
Improving Sparse Representation-Based Classification Using Local Principal Component Analysis0
Discriminant Projection Representation-based Classification for Vision Recognition0
Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-Based Classification0
Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification0
HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection0
Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition0
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