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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 1–25 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
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
Shapelet-based Sparse Representation for Landcover Classification of Hyperspectral Images—0
Active Dictionary Learning in Sparse Representation Based Classification—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
Collaborative Representation based Classification for Face Recognition—0
Collaborative representation-based robust face recognition by discriminative low-rank representation—0
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
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