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

GitHub

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

Backlinks from these awesome lists:

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