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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

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Showing 26–49 of 49 papers

TitleStatusHype
Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification—0
Optimized Projection for Sparse Representation Based Classification—0
Regularized Robust Coding for Face Recognition—0
Robust Face Recognition via Adaptive Sparse Representation—0
Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples—0
Shapelet-based Sparse Representation for Landcover Classification of Hyperspectral Images—0
Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer—0
Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment—0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit?—0
Sparse Representation Classification With Manifold Constraints Transfer—0
Stable and Compact Face Recognition via Unlabeled Data Driven Sparse Representation-Based Classification—0
Structured Occlusion Coding for Robust Face Recognition—0
Study on Sparse Representation based Classification for Biometric Verification—0
Subspace-Sparse Representation—0
The Use of Mutual Coherence to Prove ^1/^0-Equivalence in Classification Problems—0
Active Dictionary Learning in Sparse Representation Based Classification—0
Adaptive Class Preserving Representation for Image Classification—0
A Fast Dictionary Learning Method for Coupled Feature Space Learning—0
An Integrated Inverse Space Sparse Representation Framework for Tumor Classification—0
A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample—0
Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification—0
Collaborative Representation based Classification for Face Recognition—0
Collaborative representation-based robust face recognition by discriminative low-rank representation—0
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