AI for GNU Image Manipulation Program
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Oct 12, 2024 - Python
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AI for GNU Image Manipulation Program
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]
[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
[ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation
Pytorch Code for the paper TransWeather - CVPR 2022
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
[ACCV22] Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal, https://arxiv.org/abs/2210.03061
[CVPR'23] Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior
This paper is accepted by ICCV 2021.
This is the official PyTorch implementation of DehazeDCT. Our method achieves the second best performance in NTIRE 2024 Dense and NonHomogeneous Dehazing Challenge (CVPR workshop))
[NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
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