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@CXH-Research

CXH-Research

Code for my research projects
README.md

Hi there 👋

🙋‍♀️ A short introduction - Share my research codes and papers

🌈 Contribution guidelines - Raise issues in repos

🍿 Fun facts - Nothing lasts

🧙 Remember, don't be a dick

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  1. FilmNet FilmNet Public

    [IJCAI 2023] A Large-scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement

    Python 48 2

  2. DocShadow-SD7K DocShadow-SD7K Public

    [ICCV 2023] A large-scale high-resolution dataset satisfies all important data features about document shadow, covers a large number of document shadow images.

    Python 206 15

  3. DeVigNet DeVigNet Public

    [AAAI 2024] Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion

    Python 14

  4. DHAN-SHR DHAN-SHR Public

    [ACM MM 2024] Dual-Hybrid Attention Network for Specular Highlight Removal

    Python 10

  5. StainRestorer StainRestorer Public

    [WACV 2025] High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer

    Python 6 1

  6. Underwater-Image-Enhancement Underwater-Image-Enhancement Public

    Summary of Publicly Available Underwater Image Enhancement Method

    93 13

Repositories

Showing 10 of 22 repositories
  • UIR-PolyKernel Public

    [ICASSP 2025] Underwater Image Restoration via Polymorphic Large Kernel CNNs

    CXH-Research/UIR-PolyKernel’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Dec 24, 2024
  • Underwater-Image-Enhancement Public

    Summary of Publicly Available Underwater Image Enhancement Method

    CXH-Research/Underwater-Image-Enhancement’s past year of commit activity
    93 MIT 13 0 0 Updated Dec 24, 2024
  • Highlight-Removal Public

    Summary of Publicly Available Highlight Removal Method

    CXH-Research/Highlight-Removal’s past year of commit activity
    C++ 19 MIT 1 0 0 Updated Dec 16, 2024
  • StainRestorer Public

    [WACV 2025] High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer

    CXH-Research/StainRestorer’s past year of commit activity
    Python 6 MIT 1 0 0 Updated Nov 28, 2024
  • UIE-UnFold Public

    [DSAA 2024] UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement

    CXH-Research/UIE-UnFold’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 15, 2024
  • IRFormer Public

    [IJCNN 2024] Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model

    CXH-Research/IRFormer’s past year of commit activity
    Python 23 MIT 5 0 0 Updated Oct 29, 2024
  • SMAFormer Public

    [BIBM 2024] SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation

    CXH-Research/SMAFormer’s past year of commit activity
    Python 15 MIT 1 0 0 Updated Sep 26, 2024
  • DHAN-SHR Public

    [ACM MM 2024] Dual-Hybrid Attention Network for Specular Highlight Removal

    CXH-Research/DHAN-SHR’s past year of commit activity
    Python 10 MIT 0 0 0 Updated Aug 7, 2024
  • FilmNet Public

    [IJCAI 2023] A Large-scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement

    CXH-Research/FilmNet’s past year of commit activity
    Python 48 MIT 2 0 0 Updated Jul 26, 2024
  • DeVigNet Public

    [AAAI 2024] Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion

    CXH-Research/DeVigNet’s past year of commit activity
    Python 14 MIT 0 0 0 Updated Jul 25, 2024
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