A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

Vision Transformers for Single Image Dehazing

A Repository for Diffusion-Model-related Papers in Low-level Vision

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision

[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors

A Collection of Low Level Vision Research Groups

[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer

[CVPR 2018 NTIRE Workshop] Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing

[ICLR 2023] Selective Frequency Network for Image Restoration

Revitalizing Convolutional Network for Image Restoration

python implementation of the paper: "Efficient Image Dehazing with Boundary Constraint and Contextual Regularization"

ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration

[TPAMI] Image Restoration via Frequency Selection

Compound Multi-branch Feature Fusion for Real Image Restoration

No description provided.

[AAAI2024] Omni-Kernel Network for Image Restoration

[Neural Networks] Dual-domain strip attention for image restoration

[NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network

[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration

[ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline

EDN-GTM for Single Image Dehazing

This is the official GitHub repository for ECCV 2020 Workshop paper "Single image dehazing for a variety of haze scenarios using back projected pyramid network"

[TIP 2023] Official implemenatation of Single Image Dehazing Using Saturation Line Prior

AMEF - Artificial Multiple Exposure Fusion for Image Dehazing

Fast Region-Adaptive Defogging and Enhancement; image dehazing; image defogging; image enhancement; accepted by ICPR 2020