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Lensless imaging reconstruction code using Wirtinger gradient descent optimization

MATLAB 18 4 Updated May 19, 2023

FPM app is an open-source GUI application for Fourier ptychography reconstruction

MATLAB 24 6 Updated Oct 18, 2022

B.Tech Project Assets

MATLAB 5 Updated Dec 19, 2022

Iterative Gabor averaging in-line holography phase retrieval

MATLAB 3 Updated Nov 15, 2024

Multi-stage image denoising with the wavelet transform (Pattern Recognition 2022)

Python 73 9 Updated Dec 30, 2022

Super-resolution is a technique that constructs an high-resolution image from several observed low-resolution images.

MATLAB 20 12 Updated Oct 24, 2018

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

Python 647 117 Updated Jul 18, 2024

BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow

Python 17 1 Updated Sep 30, 2024

DynaVSR: Dynamic Adaptive Blind VideoSuper-Resolution

Python 59 8 Updated Feb 9, 2021

Self-Supervised SISR for Sentinel-2 L1B Imagery

Python 34 1 Updated Jun 15, 2023

Multi frame image super resolution

Python 7 1 Updated Sep 27, 2019

Super Resolution example

MATLAB 9 1 Updated Oct 5, 2015

This repository is devoted to restore Multi Super-Resolution code.

MATLAB 8 1 Updated Aug 12, 2018

Official implementation of Deep Reparametrization of Multi-Frame Super-Resolution and Denoising

Python 57 12 Updated Oct 22, 2021

This repository is the official implementation of our TPAMI paper : Self-Supervised Deep Blind Video Super-Resolution

Python 55 2 Updated Jan 18, 2024

a reimplementation of PWC-Net in PyTorch that matches the official Caffe version

Python 630 124 Updated Jan 6, 2025

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Python 1,398 316 Updated May 19, 2024

Neural supersampling for real-time rendering

Python 31 3 Updated Oct 30, 2023

Official implementation of Deep Burst Super-Resolution

Python 189 27 Updated Nov 26, 2023

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

Python 1,636 298 Updated Sep 11, 2020

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

Python 841 211 Updated Sep 3, 2020
Python 86 14 Updated Aug 23, 2018

Repository for Detail-revealing Deep Video Super-resolution https://arxiv.org/abs/1704.02738

Python 263 59 Updated Dec 31, 2019

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

Python 7,063 1,218 Updated Jul 21, 2024

Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites

Python 19 7 Updated Apr 13, 2023

reproduce traditional super resolution method in Fast and robust multiframe super resolution

Python 2 Updated Jun 21, 2022

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project…

Jupyter Notebook 280 55 Updated Jul 15, 2022
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