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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
A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG SurveillanceCode1
SparseFormer: Sparse Visual Recognition via Limited Latent TokensCode1
Sparse Representation-based Open Set RecognitionCode0
Multiplication fusion of sparse and collaborative-competitive representation for image classificationCode0
Associative TransformerCode0
Linear Disentangled Representation Learning for Facial ActionsCode0
Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion RecognitionCode0
Deep Sparse Representation-based ClassificationCode0
Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning TechniquesCode0
Collaborative Representation for Classification, Sparse or Non-sparse?—0
Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation—0
Continuous and Simultaneous Gesture and Posture Recognition for Commanding a Robotic Wheelchair; Towards Spotting the Signal Patterns—0
Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery—0
Discriminant Projection Representation-based Classification for Vision Recognition—0
Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-Based Classification—0
HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection—0
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
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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