Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.
☆62Jul 25, 2024Updated last year
Alternatives and similar repositories for LFMNet
Users that are interested in LFMNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆37Jul 16, 2019Updated 6 years ago
- PSF simulation and 3D Deconvolution for Light-Field Microscopy in Julia☆11Dec 10, 2019Updated 6 years ago
- Optimization framework developed in Pytorch, allowing calibration, and joint optimization of optics and deep learning models.☆56Nov 22, 2022Updated 3 years ago
- Functional N-dimensional convolution in Pytorch, recursively calling convNd until reaching conv3d.☆81Apr 29, 2025Updated 10 months ago
- Editing Light Fields☆16Feb 23, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Fast Light Field Reconstruction With Deep Coarse-To-Fine Modeling of Spatial-Angular Clues☆18Mar 31, 2020Updated 5 years ago
- Matlab demo code for "Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications" (TPAMI 2019)☆23Nov 5, 2019Updated 6 years ago
- Learning Sheared EPI Structure for Light Field Reconstruction☆15May 16, 2019Updated 6 years ago
- Repository for the ICCV 2019 paper: View-consistent 4D Light Field Superpixel Segmentation, by Khan et al.☆25Sep 15, 2020Updated 5 years ago
- The Plenoptic Toolbox 2.0 aims to help promote research on Focused Plenoptic Cameras (a.k.a. Plenoptic 2.0)☆79Dec 6, 2024Updated last year
- C/C++ implementation of the LFBM5D filter for light field denoising and super-resolution. https://v-sense.scss.tcd.ie/?p=893☆30Nov 9, 2020Updated 5 years ago
- [ECCV 2020] Spatial-Angular Interaction for Light Field Image Super-Resolution☆157Apr 3, 2022Updated 3 years ago
- Multiscale Image Restoration for fluorescence microscopy☆10Jun 17, 2023Updated 2 years ago
- High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction☆61Jan 1, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Residual Networks for Light Field Image Super-Resolution☆40Nov 20, 2019Updated 6 years ago
- ☆26Nov 4, 2021Updated 4 years ago
- ☆14Mar 13, 2025Updated last year
- Materials for Differentiable Imaging works. Advanced Physics Research, 2023; Advanced Devices & Instrumentation, 2025.☆14Mar 3, 2026Updated 3 weeks ago
- Repository for "Light Field Spatial Super-resolution Using Deep Efficient Spatial-Angular Separable Convolution" , TIP 2018☆29Jul 14, 2020Updated 5 years ago
- Seeded Iterative Demixing (SID) of neuronal activity recordings made using Light Field Microscopy (LFM)☆28Feb 26, 2020Updated 6 years ago
- Learning the experimental design for Fourier Ptychographic Microscopy☆53Jul 14, 2020Updated 5 years ago
- EPI-based Oriented Relation Networks for Light Field Depth Estimation☆16Jan 5, 2021Updated 5 years ago
- Simulation for sensorless adaptive optics (Confocal microscopy, Modal method)☆25Jan 3, 2022Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This Toolbox is build for 3D correlative microscopy. It helps with 3D to 2D correlation of three dimensional confocal image stacks to two…☆12Apr 27, 2020Updated 5 years ago
- Adorym: Automatic Differentiation-based Object Reconstruction with DynaMical Scattering☆27Sep 26, 2025Updated 5 months ago
- SLM binary mask generator for Lattice Light Sheet microscopy☆12Dec 2, 2021Updated 4 years ago
- ☆14Sep 29, 2020Updated 5 years ago
- A list of data sets and other resources for light fields for computer vision☆372Jan 12, 2025Updated last year
- This repository contains code used for the fly brain activity experiments☆18Apr 26, 2023Updated 2 years ago
- A virtual-scanning framework based on deep neural network for light-field microscopy (LFM)☆17Nov 11, 2023Updated 2 years ago
- Official code of paper：SADN: Learned Light Field Image Compression with Spatial-Angular Decorrelation☆15May 6, 2023Updated 2 years ago
- Code for NeurIPS 2019 paper Emergence of Object Segmentation in Perturbed Generative Models☆32Oct 26, 2019Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆18Jul 7, 2018Updated 7 years ago
- Repository for "Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization"…☆50Jan 25, 2021Updated 5 years ago
- High-Resolution, Large Field-of-View, and Multi-ViewSingle Objective Light-Sheet Microscopy☆31Sep 14, 2024Updated last year
- Archived: control, reconstruction, and analysis code for oblique plane microscopy.☆22Apr 1, 2025Updated 11 months ago
- Spatial-Angular Attention Network for Light Field Reconstruction☆12Oct 20, 2021Updated 4 years ago
- Java (ImageJ/Fiji) software package for 3D deconvolution microscopy☆65Mar 9, 2019Updated 7 years ago
- A flexible pipeline for analyzing zebrafish locomotion☆12May 28, 2025Updated 9 months ago