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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 1–49 of 49 papers

TitleStatusHype
SparseFormer: Sparse Visual Recognition via Limited Latent TokensCode1
A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG SurveillanceCode1
Associative TransformerCode0
Minimalistic Unsupervised Learning with the Sparse Manifold Transform—0
Stable and Compact Face Recognition via Unlabeled Data Driven Sparse Representation-Based Classification—0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Masked Face Image Classification with Sparse Representation based on Majority Voting Mechanism—0
Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification—0
Multiplication fusion of sparse and collaborative-competitive representation for image classificationCode0
Collaborative representation-based robust face recognition by discriminative low-rank representation—0
Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification—0
Learning a Representation with the Block-Diagonal Structure for Pattern Classification—0
A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample—0
Deep Sparse Representation-based ClassificationCode0
A Fast Dictionary Learning Method for Coupled Feature Space Learning—0
Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition—0
The Use of Mutual Coherence to Prove ^1/^0-Equivalence in Classification Problems—0
Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning TechniquesCode0
An Integrated Inverse Space Sparse Representation Framework for Tumor Classification—0
Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery—0
Discriminant Projection Representation-based Classification for Vision Recognition—0
Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation—0
Shapelet-based Sparse Representation for Landcover Classification of Hyperspectral Images—0
Adaptive Class Preserving Representation for Image Classification—0
Sparse Representation-based Open Set RecognitionCode0
Linear Disentangled Representation Learning for Facial ActionsCode0
Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples—0
Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit?—0
Improving Sparse Representation-Based Classification Using Local Principal Component Analysis—0
Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices—0
Continuous and Simultaneous Gesture and Posture Recognition for Commanding a Robotic Wheelchair; Towards Spotting the Signal Patterns—0
Subspace-Sparse Representation—0
Sparse Representation Classification With Manifold Constraints Transfer—0
Joint Representation Classification for Collective Face Recognition—0
Study on Sparse Representation based Classification for Biometric Verification—0
Structured Occlusion Coding for Robust Face Recognition—0
Optimized Projection for Sparse Representation Based Classification—0
Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion RecognitionCode0
HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection—0
Active Dictionary Learning in Sparse Representation Based Classification—0
Latent Dictionary Learning for Sparse Representation based Classification—0
Robust Face Recognition via Adaptive Sparse Representation—0
Collaborative Representation for Classification, Sparse or Non-sparse?—0
Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment—0
In Defense of Sparsity Based Face Recognition—0
Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-Based Classification—0
Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer—0
Collaborative Representation based Classification for Face Recognition—0
Regularized Robust Coding for Face Recognition—0
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