PyTorch implementation of Expected Patch Log Likelihood (EPLL) image prior in paper "D. Zoran and Y. Weiss, "From learning models of natural image patches to whole image restoration," ICCV 2011.
☆26Sep 29, 2020Updated 5 years ago
Alternatives and similar repositories for PyTorch_EPLL
Users that are interested in PyTorch_EPLL are comparing it to the libraries listed below
Sorting:
- Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital P…☆45Jul 22, 2025Updated 7 months ago
- Handling Outliers in Non-blind Image Deconvolution☆17Nov 24, 2015Updated 10 years ago
- ☆11Jul 8, 2021Updated 4 years ago
- Code for the research paper "HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference".☆22Feb 11, 2021Updated 5 years ago
- Code to reproduce results from "Invertible generative models for inverse problems: mitigating representation error and dataset bias"☆21Jul 9, 2020Updated 5 years ago
- Objective Quality-of-Experience Model Benchmark☆26Feb 26, 2020Updated 6 years ago
- This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schnit…☆20Sep 26, 2018Updated 7 years ago
- Implement IW-SSIM using PyTorch☆32May 10, 2020Updated 5 years ago
- Speeding up blind deconvolution of a blurred image by using GPUs☆11Oct 17, 2018Updated 7 years ago
- Image Restoration using Autoencoding Priors☆14Nov 18, 2019Updated 6 years ago
- Code for the ICLR 2017 paper "What does it take to generate natural textures?"☆18Feb 28, 2017Updated 9 years ago
- Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging☆38Apr 28, 2022Updated 3 years ago
- Codes for CyGen, the novel generative modeling framework proposed in "On the Generative Utility of Cyclic Conditionals" (NeurIPS-21)☆44Apr 18, 2022Updated 3 years ago
- Source code for the paper "Gradient Step Denoiser for convergent Plug-and-Play"☆36Dec 5, 2023Updated 2 years ago
- Scale-recurrent Network for Deep Image Deblurring with neural networks☆12Feb 20, 2021Updated 5 years ago
- Implementation of "Image Deblurring Using Inertial Measurement Sensors" for the Computational Photography final project (Fall 2020)☆13Dec 21, 2020Updated 5 years ago
- Real-world video deblurring by synthesizing realistic blurs in RAW space☆12Jun 21, 2023Updated 2 years ago
- Public package to compute translationally and rotationally invariant wavelet-based statistics on images.☆10Aug 25, 2023Updated 2 years ago
- Space-variant point spread function measurement and interpolation at any depth based on single-pixel imaging☆10Feb 19, 2020Updated 6 years ago
- Scale-Equivariant Imaging is a method to deblur and super-resolve a bulk of images by learning from their ensemble statistics☆11Feb 6, 2026Updated last month
- ☆17Aug 11, 2016Updated 9 years ago
- A deep neural network for kernel-blind image deblurring☆10Oct 8, 2019Updated 6 years ago
- Blind Deconvolution through a Single Image☆16Jun 15, 2015Updated 10 years ago
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Jul 28, 2021Updated 4 years ago
- Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.☆26Jan 29, 2023Updated 3 years ago
- Organize Taiwan laws☆15Apr 24, 2020Updated 5 years ago
- Researching the forward-backward algorithm☆11Aug 3, 2018Updated 7 years ago
- This is an official implementation of "Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Networ…☆17Sep 4, 2023Updated 2 years ago
- Code for the PyTorch implementation of "Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Es…☆54Mar 29, 2021Updated 4 years ago
- Blind and non-blind Richardson-lucy deconvolution using pytorch☆18May 29, 2024Updated last year
- Code for ADMM-DAD network☆10Apr 22, 2023Updated 2 years ago
- Use the tokenizer in parallel to achieve superior acceleration☆20Mar 21, 2024Updated last year
- This is a python implementation of Hierarchical Image Matting Model for Segmentation.☆11Jun 21, 2022Updated 3 years ago
- PyTorch implementation of Guided Image Filtering☆41Nov 6, 2020Updated 5 years ago
- Official Code of FBI-Denoiser (Oral, CVPR 2021)☆65Feb 8, 2022Updated 4 years ago
- ☆16Dec 4, 2025Updated 3 months ago
- Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks☆55Jan 28, 2022Updated 4 years ago
- INFWIDE: Image and Feature Space Deep Wiener Deconvolution for Non-blind Image Deblurring in Low-Light Conditions☆24Mar 1, 2023Updated 3 years ago
- ☆19Dec 4, 2025Updated 3 months ago