IRtools
by jnagy1
MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scale Test Problems" that will be published in Numerical Algorithms, 2018.
AI summary
Inverse problem solver
A collection of iterative regularization methods and large-scale test problems for linear inverse problems.
- stars
- 88
- forks
- 30
- watching
- 5
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Inverse problem solver
A MATLAB toolbox providing efficient algorithms for solving inverse problems in imaging and other fields
Inverse problem solver
A Matlab framework for solving inverse problems in computational imaging
lanl/scico107
Inverse problem solver
A software package for solving inverse problems in scientific imaging applications.
Exercise solver
MATLAB code for parameter estimation and inverse problems exercises
Inverse modeler
Software library for inverse modeling of subsurface systems using geostatistical methods
Sparse data solving tools
A collection of algorithms and techniques for exploiting sparse data representations to solve various problems in signal processing and machine learning.
Inverse Scattering Solver
This Matlab code solves inverse scattering problems using convolutional neural networks with back-propagation scheme.
Image Reconstruction Library
Code and models for reconstructing and refining images in semantic segmentation using Laplacian Pyramid techniques.
Geophysics solver
Provides tools for solving geophysical models and inverse problems using computational methods
Robot Navigation Algorithms
This is a MATLAB implementation of two popular navigation algorithms: A-star and Real-Time Randomized Path Planning.
Image Reconstruction Toolbox
A collection of algorithms and code for image reconstruction and related inverse problems.
Surface Reconstruction Algorithm
An algorithm for learning implicit signed distance representations from point clouds to reconstruct 3D surfaces.
Optimization library
A collection of unconstrained optimization algorithms implemented in MATLAB
Deconvolution algorithm
A MATLAB implementation of a deep learning-based deconvolution algorithm using generalized low-rank approximation for image restoration.
Resolution detector
Determines the native resolution of upscaled material, typically anime, by applying various image processing algorithms.
Featured in 1 awesome list
Each link jumps to the spot where the list mentions IRtools.
