meisamr / Sparse-Dictionary-Learning
Codes for dictionary learning for sparse representation
☆16Updated 9 years ago
Alternatives and similar repositories for Sparse-Dictionary-Learning:
Users that are interested in Sparse-Dictionary-Learning are comparing it to the libraries listed below
- Regularized K-SVD Algorithm☆44Updated 7 years ago
- Recovery and Demixing of Sparse Signals Using Nonconvex Regularization☆16Updated 8 years ago
- 一些在振动信号重构中应用的稀疏重构算法☆39Updated 4 years ago
- Matlab codes for Lq-norm regularized least-absolutes (LA) optimization for sparse recovery☆13Updated 8 years ago
- Compressive Sensing using Sparse Dictionary Learning☆38Updated 5 years ago
- A MATLAB library for sparse representation problems☆100Updated 2 years ago
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 6 years ago
- Sparse signal recovery via generalized entropy functions minimization☆11Updated 5 years ago
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆72Updated 3 years ago
- Bayesian Compressive Sensing and Multi-task Compressive Sensing☆83Updated 8 years ago
- Filtering out noise from images using K-SVD and OMP☆22Updated 6 years ago
- MATLAB implementation of Sparse Dictionary Learning algorithms☆8Updated 7 years ago
- In this paper, a novel adaptive morphological reconstruction (AMR) operation is proposed. AMR is able to obtain better seed images to imp…☆11Updated 4 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆85Updated 2 years ago
- Iteratively Reweighted Nuclear Norm for Nonconvex Nonsmooth Low-rank Minimization☆24Updated 3 years ago
- The Sparse Bayesian based joint Discriminative Dictionary and Classifier Learning algorithm☆13Updated 2 years ago
- The matlab code for the paper 'GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy'☆15Updated 7 years ago
- An ADMM + Compressed Sensing algorithm to estimate a low-rank sparse matrix☆29Updated 6 years ago
- Multi-resolution approximate message passing algorithm for multi-resolution compressed sensing problem☆20Updated 8 years ago
- 稀疏表示分类器应用于高光谱图像分类的MATLAB代码实现。仿真论文地址如下：☆44Updated 10 years ago
- Bayesian Group-sparse Compressed Sensing Toolbox (FG 2015)☆43Updated 7 years ago
- Forward-Backward Splitting (FBS) Algorithms for Non-convex Total Variation Denoising☆11Updated 6 years ago
- A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning☆38Updated 5 years ago
- Scalable sparse Bayesian learning for large CS recovery problems☆23Updated 3 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆24Updated 4 years ago
- Performing Foreground Detection in videos using RPCA with ADMM algorithm☆18Updated 4 years ago
- This is the Matlab code for the paper: "Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robu…☆12Updated 5 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆52Updated 6 years ago
- Online Sparse Dictionary Learning Algorithm☆31Updated 6 years ago