lrslibrary
Decomposition library
A collection of low-rank and sparse decomposition algorithms for computer vision and machine learning tasks
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
841 stars
63 watching
379 forks
Language: MATLAB
last commit: almost 2 years ago
Linked from 1 awesome list
matlabmatrixmatrix-completionmatrix-factorizationrpcasubspace-learningsubspace-trackingtensortensor-decomposition
Related projects:
Repository | Description | Stars |
---|---|---|
mbrbic/multi-view-lrssc | An algorithm implementation for multi-view low-rank sparse subspace clustering using PCA on heterogeneous data views | 55 |
decouples/matlab_deep_learning | A collection of MATLAB implementations for computer vision and deep learning algorithms. | 287 |
hiroyuki-kasai/gdlibrary | A collection of unconstrained optimization algorithms implemented in MATLAB | 67 |
hjprint/university_project_vmd_majorization | A MATLAB implementation of a variable-model data fusion algorithm for removing noise from images and generating denoised images | 81 |
jhumphry/lalg | An Ada interface to BLAS for linear algebra operations on dense matrices and vectors | 4 |
james-bowman/sparse | A package implementing various sparse matrix formats for efficient linear algebra operations | 160 |
golnazghiasi/lrr | Code and models for reconstructing and refining images in semantic segmentation using Laplacian Pyramid techniques. | 59 |
indigits/sparse-plex | A collection of algorithms and techniques for exploiting sparse data representations to solve various problems in signal processing and machine learning. | 99 |
hli1221/imagefusion_mdlatlrr | A MATLAB implementation of an image fusion method using latent low-rank representation for infrared and visible image fusion. | 43 |
labforcomputationalvision/matlabpyrtools | Tools for multi-scale image processing and analysis | 180 |
blas-lapack-rs/netlib-src | Provides source code for linear algebra libraries built on top of Netlib | 4 |
apress/practical-matlab-deep-learning | Source code repository for a book on deep learning in MATLAB, providing practical examples and implementations. | 39 |
hiroyuki-kasai/sgdlibrary | A collection of stochastic optimization algorithms for large-scale machine learning problems | 221 |
ocramz/sparse-linear-algebra | Provides a platform for scientific computation in Haskell with focus on linear algebra and numerical analysis | 89 |
hiroyuki-kasai/sparsegdlibrary | A collection of unconstrained optimization algorithms for sparse modeling in MATLAB | 53 |