Sparse Optimisation Research Code
Updated Feb 11, 2019
Convolution dictionary learning for time-series
Updated Jan 25, 2019
A MATLAB toolbox for classifier: Version 1.0.7
Updated Jun 11, 2018
[fr] Image inpainting via dictionary learning and sparse representation.
Updated Jun 8, 2018
A MATLAB library for sparse representation problems
Updated Feb 16, 2019
work in Advanced Topics in Multimedia Analysis and Indexing
Updated Aug 4, 2018
Regularized K-SVD Algorithm
Updated Apr 28, 2017
Python Implementation of Proximal Methods for Hierarchical Sparse Coding
Updated Jul 10, 2017
Project Course CS399 for deblurring of Image using Machine Learning
Updated Jan 30, 2019
Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Ap…
Updated Mar 5, 2018
multi-focus image fusion using dictionary learning and low-rank representation(HOG features)
Updated Dec 20, 2018
Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.
Updated Oct 1, 2018
Unsupervised word translation
Updated Apr 23, 2018
Image deblocking method using structural sparse representation and quantization constraint
Updated May 21, 2018
This repository contains dictionary learning algorithms
Updated Aug 10, 2017
Updated Dec 13, 2016
Dictionary Learning for image processing
Updated Sep 9, 2018
geometry processing and shape analysis framework; currently, under construction as part of our research.
Updated Jan 21, 2019
Matlab demo for "Photographic Appearance Enhancement via Detail-based Dictionary Learning"
Updated May 20, 2017
The repository includes a learning program for the verbal physics 3/4 exam.
Updated Jan 23, 2019
Code for the article "Wasserstein Dictionary Learning", Schmitz et al. 2018
Updated Apr 23, 2018
This is the algorithmic implementation of orthogonal sparse coding algorithm used in sparse coding applications
Updated May 8, 2018
Code for our ICML '18 paper "Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization"
Updated Sep 3, 2018
Content-oriented Sparse Representation (COSR) Denoising in CT Images with the Ability of Texture and Edge Preserving
Updated Oct 2, 2018
Chinese Historical Phonology
Updated Dec 23, 2018
This was a project case study on nonlinear optimization. We implemented the Stochastic Quasi-Newton method, the Stoch…
Matlab based implementation for doing face recognition using Discriminative KSVD technique.
Updated Dec 23, 2017
A simple spell corrector built in C++
Updated Feb 5, 2017
Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning
Updated Dec 4, 2018
A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
Updated Dec 5, 2018