Tensorflow/keras implementation for image transformation from low-resolution (LR) image to super-resolved one, including single wide-field (WF) image super-resolution prediction and SIM reconstruction.
☆118Jul 5, 2022Updated 3 years ago
Alternatives and similar repositories for DL-SR
Users that are interested in DL-SR are comparing it to the libraries listed below
Sorting:
- A Tensorflow implementation of rationalized deep learning (rDL) based image denoising for microscopy images☆42Oct 8, 2022Updated 3 years ago
- Deep learning driven structured illumination microscopy☆46Aug 4, 2020Updated 5 years ago
- OpenSIM matlab code☆57Apr 7, 2016Updated 9 years ago
- ☆31Jun 28, 2023Updated 2 years ago
- Pixel-realignment based self-supervised reconstruction for structured illumination microscopy☆10Jan 15, 2024Updated 2 years ago
- Information driven structured illumination microscopy using noise-controlled image reconstructions☆13Apr 16, 2021Updated 4 years ago
- Code is basically a pytorch implementation of DFCAN/DFGAN. All credit goes to the authors of DFCAN/DFGAN, listed in the paper“Evaluation…☆12Feb 5, 2021Updated 5 years ago
- Official MATLAB implementation of the "Sparse deconvolution" -v1.0.3☆99Jan 7, 2026Updated 2 months ago
- Desktop app, web app and source code for training, testing and using ML-SIM☆34Jul 5, 2023Updated 2 years ago
- ☆12May 4, 2023Updated 2 years ago
- Fast and Accurate 3D PSF Computation for Fluorescence Microscopy☆29Oct 28, 2025Updated 4 months ago
- Free Analysis and Interactive Reconstruction for Structured Illumination Microscopy☆98Feb 16, 2026Updated 2 weeks ago
- Bayesian Deep-Learning Structured Illumination Microscopy Enables Reliable Super-Resolution Imaging with Uncertainty Quantification☆18Apr 25, 2025Updated 10 months ago
- Code for running a multicolor structured illumination microscopy (SIM) experiment using a DLP6500 digital micromirror device (DMD) and pe…☆68Feb 14, 2026Updated 3 weeks ago
- Simple demo of structured illumination microscopy image fusion via Richardson-Lucy deconvolution☆23Dec 12, 2017Updated 8 years ago
- ☆105Jul 13, 2024Updated last year
- python functions for simulating optical transfer functions☆81Apr 8, 2024Updated last year
- ☆31Jan 4, 2023Updated 3 years ago
- Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration☆65Apr 24, 2024Updated last year
- Monte Carlo light scattering simulation for deep tissue imaging forward models.☆10Apr 19, 2021Updated 4 years ago
- HiLo microscopy reconstruction with NLM denoising☆10Jan 28, 2025Updated last year
- This code was created by Ruijie Cao and Prof. Peng Xi in Peking University for 3D SIM reconstruction.☆58Jan 16, 2025Updated last year
- 3D Structured illumination microscopy (3D-SIM) reconstruction software☆32Oct 2, 2024Updated last year
- ☆52Apr 15, 2022Updated 3 years ago
- ☆21Aug 20, 2022Updated 3 years ago
- ☆23May 30, 2025Updated 9 months ago
- Nanoscopy library for Python (NanoPyx, the successor to NanoJ) - focused on light microscopy and super-resolution imaging☆89Updated this week
- Official implementation of the Nature Methods 2020 paper: "DeepSTORM3D: dense 3D localization microscopy and PSF design by deep learning"…☆61Apr 29, 2024Updated last year
- Deep Learning for Video Compressive Sensing☆66Mar 31, 2020Updated 5 years ago
- PhaseLAB is a Matlab toolbox to process QLSI interferograms and resulting wavefront images☆16Oct 31, 2024Updated last year
- SRGAN for microscopy imaging☆12Jul 21, 2020Updated 5 years ago
- 🚀⏱️ Official implementation for "neural space-time model for dynamic multi-shot imaging"☆47Nov 24, 2025Updated 3 months ago
- Unofficial Implementation of "Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks" in CVPR 2018.☆146Apr 9, 2019Updated 6 years ago
- Code for StructN2V method and experiments☆22Jan 22, 2022Updated 4 years ago
- Collection of literature, math, etc. for Structured Illumination Microscopy☆10Apr 23, 2019Updated 6 years ago
- Space-variant point spread function measurement and interpolation at any depth based on single-pixel imaging☆10Feb 19, 2020Updated 6 years ago
- ☆12Dec 4, 2019Updated 6 years ago
- [MICCAI 2025] This is the official code for the paper "Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration…☆20Nov 28, 2025Updated 3 months ago
- The implementation of the Block Coordinate Regularization by Denoising (BC-RED) algorithm (NeurIPS 2019)☆10Oct 15, 2019Updated 6 years ago