A MATLAB toolbox for classifier: Version 1.0.7

Regularized K-SVD Algorithm

MRSR - Matlab Recommender Systems Research is a software framework for evaluating collaborative filtering recommender systems in Matlab.

Image deblocking method using structural sparse representation and quantization constraint

Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.

Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".

OCTOBOS, overcomplete transform, learning and application codes, Matlab implementation, IJCV2015 paper

Code for "Online convolutional sparse coding (TIP 2018)".

Code for "Sample-Dependent CSC (ICML 2018)".

Texture synthesis based on sparse representation.

Sparse Coding - RASL

Pattern Recognition 2018 paper

SPARSE + CELP lossy signal compression codecs (TUT Course Project)

My undergrad thesis

Code for Sampling of Graph Signals via Randomized Local Aggregations