cxm12 / UNiFMIR
Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration
☆45Updated 8 months ago
Alternatives and similar repositories for UNiFMIR:
Users that are interested in UNiFMIR are comparing it to the libraries listed below
- Unsupervised content-preserving transformation for optical microscopy☆23Updated last year
- SRDTrans: Spatial redundancy transformer for self-supervised fluorescence image denoising☆73Updated 4 months ago
- ☆60Updated 6 months ago
- A Tensorflow implementation of rationalized deep learning (rDL) based image denoising for microscopy images☆34Updated 2 years ago
- ☆42Updated 6 months ago
- ☆10Updated 4 years ago
- ☆60Updated last year
- Official PyTorch implementation of the "SN2N" -v0.3.5☆30Updated 6 months ago
- ☆26Updated last year
- This repository hosts the code for HDN (associated with the paper https://arxiv.org/pdf/2104.01374.pdf) for pixel and structured noise re…☆35Updated last year
- DivNoising is an unsupervised denoising method to generate diverse denoised samples for any noisy input image. This repository contains t…☆43Updated 2 years ago
- ☆22Updated last year
- Tensorflow/keras implementation for image transformation from low-resolution (LR) image to super-resolved one, including single wide-fiel…☆101Updated 2 years ago
- Combining image-to-image and class guided denoising diffusion probabilistic models.☆48Updated last year
- The official implementation of "Bayesian Image Super-Resolution with Deep Modeling of Image Statistics" via TensorFlow☆47Updated last year
- Deep learning driven structured illumination microscopy☆39Updated 4 years ago
- Neuroclear is a deep-learning-based Python module to train a deep neural network for the task of applying super-resolution to degraded ax…☆28Updated 2 months ago
- A deeplearning network based on Richardson-Lucy formula☆41Updated last year
- Code for StructN2V method and experiments☆23Updated 2 years ago
- ☆23Updated 4 months ago
- Unsupervised Instance Segmentation in Microscopy☆21Updated 9 months ago
- Three-dimensional residual channel attention networks☆51Updated 2 years ago
- [MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).☆41Updated 2 months ago
- CVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset☆125Updated 5 years ago
- ☆11Updated 7 months ago
- Repository for the publication "Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Dat…☆35Updated 10 months ago
- Official Python implementation of the 'Sparse deconvolution'-v0.3.0☆50Updated 11 months ago
- ☆14Updated 5 months ago
- High-Quality Self-Supervised Deep Image Denoising - Unofficial PyTorch implementation of the NeurIPS 2019 paper☆65Updated 4 years ago
- Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning☆31Updated 2 years ago