tiepvupsu / DICTOL_python
A Python implementation of well-known dictionary learning methods.
☆75Updated last year
Related projects: ⓘ
- DICTOL - A Dictionary Learning Toolbox in Matlab and Python☆185Updated 3 years ago
- Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)☆43Updated 7 years ago
- A collection of Python tools for feature extraction and image classification using Sparse Coding algorithms.☆70Updated 5 years ago
- The code for the paper "Multimodal Task-driven Dictionary Learning for Image Classification".☆29Updated 8 years ago
- Feature fusion using Canonical Correlation Analysis (CCA)☆47Updated 4 years ago
- A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.☆85Updated 2 months ago
- ☆37Updated 6 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆84Updated last year
- A ksvd implementation written in python.☆104Updated last year
- Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sp…☆11Updated 6 years ago
- Sparse Autoencoders using FashionMNIST dataset☆35Updated 6 years ago
- This is the implementation of 'Sparse Representation based Open-set Recognition (T-PAMI)☆23Updated 7 years ago
- ☆23Updated this week
- Deep Convolution Generative Adversarial Networks for Matconvnet Toolbox☆24Updated 6 years ago
- A Matlab implementation of the capsule networks (or capsnet).☆48Updated 6 years ago
- Learn atoms of a sparse dictionary using the iterative K-SVD algorithm, written in Python.☆20Updated 4 years ago
- Deep Canonical Correlation Analysis implemented with tensorflow☆14Updated 6 years ago
- An Algorithm for performing pursuit and dictionary update of the Convolutional Sparse Coding (CSC) model☆30Updated 5 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆19Updated 8 years ago
- supervised deep sparse coding networks☆30Updated 7 years ago
- Matlab implementation of the paper "Learning fast approximations of sparse coding"☆32Updated 8 years ago
- Sparse Representation-based Classification, a classified algorithm in Pattern Recognition area☆17Updated 9 years ago
- Tensorflow implementation of "Deep sparse representation-based classification"☆43Updated 5 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆62Updated 4 years ago
- Discriminative Feature-oriented Dictionary Learning☆11Updated 7 years ago
- MPCA: Multilinear Principal Component Analysis of Tensor Data☆15Updated 6 years ago
- An implementation of the Holistic Pursuit for the Multi-Layer Sparse Coding model. Contains a comparison to the projection pursuit algori…☆18Updated 5 years ago
- This repository contains dictionary learning algorithms☆19Updated 5 years ago
- Subspace Clustering Library☆50Updated 8 years ago
- Weighted Sparse Representation based Classification for Face Recognition☆8Updated 6 years ago