cabooster / UTOM
Unsupervised content-preserving transformation for optical microscopy
☆24Updated last year
Alternatives and similar repositories for UTOM:
Users that are interested in UTOM are comparing it to the libraries listed below
- Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration☆52Updated 11 months ago
- Code is basically a pytorch implementation of DFCAN/DFGAN. All credit goes to the authors of DFCAN/DFGAN, listed in the paper“Evaluation…☆10Updated 4 years ago
- ☆28Updated last year
- ☆44Updated 9 months ago
- ☆70Updated 9 months ago
- Tensorflow/keras implementation for image transformation from low-resolution (LR) image to super-resolved one, including single wide-fiel…☆105Updated 2 years ago
- ☆60Updated last year
- Application of Diffusion Probablistic Model for unsupervised OCT denoising☆73Updated 10 months ago
- Repository for the publication "Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Dat…☆36Updated last year
- A Tensorflow implementation of rationalized deep learning (rDL) based image denoising for microscopy images☆37Updated 2 years ago
- Code for Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images☆19Updated 4 years ago
- SRDTrans: Spatial redundancy transformer for self-supervised fluorescence image denoising☆76Updated 7 months ago
- img2vid☆19Updated 2 years ago
- [ICLR2023] Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models☆166Updated last year
- Deep learning driven structured illumination microscopy☆42Updated 4 years ago
- The official implementation of "Bayesian Image Super-Resolution with Deep Modeling of Image Statistics" via TensorFlow☆47Updated last year
- Combining image-to-image and class guided denoising diffusion probabilistic models.☆49Updated 2 years ago
- Noise2Sim is a general unsupervised deep denoising method.☆50Updated 3 years ago
- CVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset☆133Updated 5 years ago
- Joint training of denoising and segmentation.☆71Updated last year
- ☆11Updated 4 years ago
- ☆17Updated last year
- Domain Adaptive Mitochondria Segmentation via Enforcing Inter-Section Consistency☆16Updated last year
- Official PyTorch implementation of the "SN2N" -v0.3.5☆37Updated last month
- ☆62Updated last year
- Code for "Semi-Blind Spatially-Variant Deconvolution in Optical Microscopy with Local Point Spread Function Estimation By Use Of Convolut…☆29Updated 4 years ago
- ☆49Updated 2 months ago
- The official implementation of Low-dose CT image super-resolution network with dual-guidance feature distillation and dual-path content c…☆14Updated last year
- I3Net: Inter-Intra-slice Interpolation Network for Medical Slice Synthesis (TMI 2024)☆17Updated 7 months ago
- DivNoising is an unsupervised denoising method to generate diverse denoised samples for any noisy input image. This repository contains t…☆43Updated this week