leaxsd / Deep-Learning-Super-Resolution-Image-Reconstruction-DSIR
Deep-Learning convolutional auto-encoders applied to super-resolution microscopy data to localization image reconstruction.
☆17Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Deep-Learning-Super-Resolution-Image-Reconstruction-DSIR
- Reconstruct in-line holograms with a single image.☆14Updated 3 years ago
- Project repository for deep learning coded FPM with uncertainty quantification☆20Updated 3 years ago
- CycleGAN based Phase reconstruction algorythms☆34Updated 3 months ago
- Desktop app, web app and source code for training, testing and using ML-SIM☆29Updated last year
- python implementation of Deep speckle correlation: a deep learning approach towards scalale imaging through scattering media☆75Updated last year
- Graduate Level Course of Technical University of Munich☆15Updated 4 years ago
- This project hosts the code and datasets I used for Deep Learning course at Boston University. It aims to post-process the images the low…☆39Updated 7 years ago
- Efficient and accurate inversion of multiple scattering with deep learning☆21Updated 4 years ago
- Determining high-accuracy random phase-only masks for complex local modulation of light fields☆13Updated last year
- TVReg, Version 1.1: Software for 3D Total Variation Regularization☆29Updated 3 years ago
- 3D quantitative label-free imaging with phase and polarization☆13Updated last month
- A Python implementation of diffraction and coherent field propagation by angular spectrum method.☆29Updated last year
- Matlab code for optical diffraction tomography in 2D and 3D using Lippmann-Schwinger model☆28Updated 3 years ago
- A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.☆46Updated this week
- Python library for diffraction tomography with the Born and Rytov approximations☆42Updated last year
- ☆21Updated 3 years ago
- This is PyFocus, a Python package that provides high-level functions and an user interface to perform full vectorial calculations of the …☆13Updated last year
- Fast multi-threaded hyperspectral total variational denoising☆13Updated 3 years ago
- Matlab toolbox for optical diffraction tomography (ODT), that contains reconstruction algorithms and phase retrieval methods.☆20Updated last year
- A unifying Matlab framework for the development of reconstruction algorithms (solving inverse problems) in computational imaging☆78Updated last week
- Guided hybrid input-and-output (GHIO), HIO and shrink-wrap Matlab functions☆31Updated 7 years ago
- A small library implementing phase retrieval algorithms for 2D images.☆23Updated 4 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆9Updated 8 months ago
- Accelerating Single Molecule Localization Microscopy with Deep Learning☆49Updated last year
- End-to-end PSF extraction for 3D microscopy☆14Updated 4 years ago
- Fast and accurate aberration estimation from 3D bead images using convolutional neural networks☆18Updated 2 years ago
- Untrained, physics-informed neural network for SIM image reconstruction☆29Updated last year
- Demo for single-pixel imaging using Hadamard functions as sensing basis. Matlab/Python implementations☆24Updated last year
- Simple demo of structured illumination microscopy image fusion via Richardson-Lucy deconvolution☆20Updated 6 years ago
- Learning the experimental design for Fourier Ptychographic Microscopy☆43Updated 4 years ago