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Search results for sparse dictionary learning

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11 search results found

Sparse Optimisation Research Code

Sparselandtools ⭐ 79

✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

Classifiertoolbox ⭐ 75

A MATLAB toolbox for classifier: Version 1.0.7

Sparse Plex ⭐ 61

A MATLAB library for sparse representation problems

Inpainting ⭐ 29

Image inpainting via dictionary learning and sparse representation.

Multivariate Dictionary Learning Algorithm

Sparse Coding For Face Image Retrieval ⭐ 11

work in Advanced Topics in Multimedia Analysis and Indexing

Double Sparse Coding ⭐ 8

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

Image Deblocking Ssrqc ⭐ 8

Image deblocking method using structural sparse representation and quantization constraint

Greedy Adaptive Dictionary ⭐ 7

Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.

Tree Structured Group Lasso ⭐ 5

Python Implementation of Proximal Methods for Hierarchical Sparse Coding

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