inverse-problem

There are 1 repository under inverse-problem topic.

pyxu
pyxu-org / pyxu
Modular and scalable computational imaging in Python with GPU/out-of-core computing.
array-api array-computing artificial-intelligence bayesian-methods computational-imaging computer-vision foundation-models image-enhancement image-processing image-reconstruction image-restoration inverse-problem machine-learning matrix-free modular python-hpc python-library scalable sensing sparse-learning
Language:Python 139
estija / Co-VeGAN
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
mri reconstruction compressive-sensing deep-learning deep-complex-networks activation-function gans mri-reconstruction inverse-problem loss-function keras-models generative-adversarial-network complex-valued-data
Language:Python 14
SayantanDutta95 / QAB-denoising
Signal and image denoising using quantum adaptive transformation.
ct-images denoising gaussian-noise image-denoising image-processing poisson-noise quantum-computing quantum-image-processing schrodinger-equation speckle-noise adaptive-basis adaptive-transformation adaptive-denoiser quantum quantum-denoiser quantum-mechanics inverse-problem inverse-problems
Language:MATLAB 10
SayantanDutta95 / QAB-PnP-ADMM-Deconvolution
Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.
deconvolution quantum-computing adaptive-transformation admm admm-algorithm deblurring deblurring-algorithm fluorescence-microscopy-imaging image image-processing image-restoration plug-and-play-priors plugandplay quantum-image-processing quantum-denoiser adaptive-denoiser quantum quantum-mechanics inverse-problem inverse-problems
Language:MATLAB 9
SayantanDutta95 / DIVA
Deep Denoising by Quantum Interactive Patches. A deep neural network called DIVA unfolding a baseline adaptive denoising algorithm (De-QuIP), relying on the theory of quantum many-body physics.
deep-learning denoising image image-denoising image-restoration schrodinger-equation unfolding quantum-image-processing quantum quantum-computing quantum-denoiser cnn-keras computer-vision machine-learning inverse-problem inverse-problems
Language:Jupyter Notebook 7
LiuX2018 / On-computational-optics
Xin's insights into computational optics
inverse-problem machine-learning optics optimization
6
SayantanDutta95 / De-QuIP-Denoising
Denoising by Quantum Interactive Patches
denoising despeckling gaussian-noise image-denoising image-processing poisson-noise quantum-image-processing schrodinger-equation ultrasound-imaging quantum-computing adaptive-transformation nonlocal quantum-denoiser adaptive-denoiser quantum-mechanics quantum quantum-mechanincs inverse-problem inverse-problems
Language:MATLAB 5
devzhk / enkg-pytorch
Offical Pytorch Implementation of EnKG
derivative-free diffusion-model inverse-problem
Language:Python 3
Magritte-code / pomme
Bayesian model reconstruction based on astronomical spectral line observations.
3d-reconstruction astronomy-astrophysics astronomy-software interferometry spectral-lines inverse-problem
Language:Python 3
SayantanDutta95 / RED-ADMM-De-QuIP
Single image super resolution algorithm RED+ADMM+De-QuIP
adaptive-denoiser adaptive-transformation ct-images ct-imaging denoising image image-processing image-restoration inverse-problem inverse-problems quantum quantum-computing quantum-denoiser quantum-mechanics red super-resolution de-quip regularisation-by-denoising quantum-image-processing
Language:MATLAB 3
akselkaastras / crEITive
crEITive is a software tool for complex geometrical optics reconstruction for the 3D Calderón problem
calderon-problem eit cgo-based inverse-problem
Language:C++ 2
BBELAOUCHA / iSDR_p
A solver of EEG/MEG inverse problem using a multivariate auto-regressive model on the source space
eeg meg mxne isdr brain-imaging fuse-information source-reconstruction inverse-problem inverse-solver sparse-solution brain-activity
Language:Jupyter Notebook 2
jwliao1209 / DiffMusicIP
🎼 DiffMusicIP: Exploring Conditional Diffusion Models Zero-shot Potential for Solving Music Inverse Problems
inverse-problem music-generation music-inpainting music-super-resolution diffusion-models
Language:Python 2
LukeTheHecker / laura
laura: Local Auto-Regressive Average: A linear solution to the M/EEG inverse problem
eeg inverse meeg meg mne-python solution python inverse-problem
Language:Jupyter Notebook 2
mieskolainen / IDEC
Inverse Decomposition of Energy Consumption (NILM)
artificial-intelligence climate-change energy energy-monitor genetic-algorithms inverse-problem non-intrusive-load-monitoring
Language:C 2
mzeegers / DeepFODDataGenerator
Code for generating deep learning data through X-ray tomography for object detection
computed-tomography convolutional-neural-network deep-learning food-inspection foreign-object-detection industrial-imaging inverse-problem machine-learning pytorch segmentation tomography u-net workflow x-ray-imaging
Language:Python 2
RePlasma / PhysRevA.93.063801
Temporal laser-pulse-shape effects in nonlinear Thomson scattering
laser mathematica thomson-scattering fft inverse-problem jacobi-anger stationary-phase
Language:Mathematica 2
f-arab / Fourier-Phase-Retrieval-with-Arbitrary-Reference-Signal
MATLAB implementation of "Fourier Phase Retrieval with Arbitrary Reference Signal" paper accepted at IEEE ICASSP 2020.
image-processing fourier-transform inverse-problem matlab-code
Language:MATLAB 0
fardinafdideh / EEG-MEG-Forward-and-Inverse-Multilayer-Source-Space-Problem-Pipeline-FieldTrip-based-Toolbox
EEG/MEG Forward and Inverse (Multilayer Source Space) Problem Pipeline (FieldTrip-based Toolbox)
eeg fieldtrip forward-problem graphical-user-interface gui inverse-problem meg pipeline
0
mtntruong / two-slab
MATLAB code for "Application of the cut-off projection to solve a backward heat conduction problem in a two-slab composite system"
backward-algorithm inverse-problem
Language:MATLAB 0
mpokojovy / TS.inv
The Taut String Approach to Statistical Inverse Problems
calibration inverse-problem taut-string-regression total-variation-denoising
Language:MATLAB
msikorski93 / Solutions-to-Direct-and-Inverse-Geodetic-Problems-With-Ellipsoidal-Chords
An approach of solving the most fundamental and important geodetic tasks with usage of ellipsoidal chords (slant distances) proposed by Molodensky.
chords direct-problem ellipsoid geodesy geodetic-computations gis height inverse-problem
Language:Jupyter Notebook