Computational DeFogging framework building off of previous research. U of U Summer Program for Undergraduate Research (SPUR) 2024.
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Updated
Jul 3, 2024 - Jupyter Notebook
Computational DeFogging framework building off of previous research. U of U Summer Program for Undergraduate Research (SPUR) 2024.
PyTorch library for solving imaging inverse problems using deep learning
Rankings include: ABME AdaFNIO ALANET AMT BiT BVFI CDFI CtxSyn DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR H-VFI IFRNet IQ-VFI JNMR LADDER M2M MA-GCSPA NCM PerVFI PRF ProBoost-Net RIFE RN-VFI SoftSplat SSR ST-MFNet Swin-VFI TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIFT VFIT VIDUE VRT
[CVPR 2024 Oral] Official repository of FMA-Net
This project involves signal processing tasks such as denoising and deblurring using Fourier transforms and convolution techniques. It explores methods to enhance signal clarity and recover original data from noisy or blurred signals.
[ECCV 2024] "BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting". ⚡Train a scene from real-world blurry images in minutes!
ComfyUI implementation of "Blind Image Restoration via Fast Diffusion Inversion"
AI for GNU Image Manipulation Program
Blind and non-blind Richardson-lucy deconvolution using pytorch
[ICCV2023] Single Image Deblurring with Row-dependent Blur Magnitude
The official PyTorch implementation for CascadedGaze: Efficiency in Global Context Extraction for Image Restoration, TMLR'24.
This is a survey that reviews deep learning models and benchmark datasets related to blind motion deblurring and provides a comprehensive evaluation of these models.
PyTorch implementation of "Deep Equilibrium Diffusion Restoration with Parallel Sampling (CVPR 2024)"
A curated list of resources for Image and Video Deblurring
Exploring Image Deblurring via Blur Kernel Space (CVPR'21)
AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
PyTorch implementation of Frequency-based Enhancement Network for Efficient Super-Resolution. (IEEE Access2022)
PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)
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