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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
Improving Sparse Representation-Based Classification Using Local Principal Component Analysis—0
In Defense of Sparsity Based Face Recognition—0
Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition—0
Joint Representation Classification for Collective Face Recognition—0
Latent Dictionary Learning for Sparse Representation based Classification—0
Learning a Representation with the Block-Diagonal Structure for Pattern Classification—0
Masked Face Image Classification with Sparse Representation based on Majority Voting Mechanism—0
Minimalistic Unsupervised Learning with the Sparse Manifold Transform—0
Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices—0
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
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
Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning TechniquesCode0
Sparse Representation-based Open Set RecognitionCode0
Associative TransformerCode0
Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion RecognitionCode0
Multiplication fusion of sparse and collaborative-competitive representation for image classificationCode0
Deep Sparse Representation-based ClassificationCode0
Linear Disentangled Representation Learning for Facial ActionsCode0
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