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

    Summary of Publicly Available Underwater Image Enhancement Method

    205 20

  2. StainRestorer StainRestorer Public

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

    Python 17 3

  3. UIR-PolyKernel UIR-PolyKernel Public

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

    Python 21 3

  4. CMAMRNet CMAMRNet Public

    [BMVC 2025] CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance

    Python 5

  5. AquaClarity AquaClarity Public

    [TCE] AquaClarity: Vision Transformer Enhances Underwater Image via Nonlinear Feature Fusion and Color Fidelity Improvement

    Python

  6. DocUnfold DocUnfold Public

    [TCE] DocUnfold: Leveraging Unfolding Network and A Real-World Large-Scale Dataset for Handwriting Contamination Removal in Documents

    Python

Repositories

Showing 10 of 25 repositories
  • DocUnfold Public

    [TCE] DocUnfold: Leveraging Unfolding Network and A Real-World Large-Scale Dataset for Handwriting Contamination Removal in Documents

    CXH-Research/DocUnfold’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 1, 2026
  • CMAMRNet Public

    [BMVC 2025] CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance

    CXH-Research/CMAMRNet’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Dec 12, 2025
  • Underwater-Image-Enhancement Public

    Summary of Publicly Available Underwater Image Enhancement Method

    CXH-Research/Underwater-Image-Enhancement’s past year of commit activity
    205 MIT 20 0 0 Updated Nov 28, 2025
  • Document_Enhancement Public

    A collection of document enhancement methods.

    CXH-Research/Document_Enhancement’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 26, 2025
  • AquaClarity Public

    [TCE] AquaClarity: Vision Transformer Enhances Underwater Image via Nonlinear Feature Fusion and Color Fidelity Improvement

    CXH-Research/AquaClarity’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 14, 2025
  • 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 17 MIT 3 0 0 Updated Nov 12, 2025
  • 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 32 MIT 3 0 0 Updated Jul 3, 2025
  • UIR-PolyKernel Public

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

    CXH-Research/UIR-PolyKernel’s past year of commit activity
    Python 21 MIT 3 0 0 Updated Apr 22, 2025
  • SMAFormer Public

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

    CXH-Research/SMAFormer’s past year of commit activity
    Python 23 MIT 1 0 0 Updated Mar 27, 2025
  • Low-level-NAS Public

    Neural Architecture Search for Low-level Vision

    CXH-Research/Low-level-NAS’s past year of commit activity
    3 MIT 0 0 0 Updated Mar 22, 2025
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