CXH-Research

All

26 repositories

ASFW
Public
[ICASSP 2026] Beyond Shadows: A Large-Scale Benchmark and Multi-Stage Framework for High-Fidelity Facial Shadow Removal
image-restoration facial-shadow-removal shadow-re
Python
•
MIT License
•0•0•0•0•Updated Jan 20, 2026Jan 20, 2026
StainRestorer
Public
[WACV 2025] High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer
document-analysis image-restoration document-enhancement wacv2025
Python
•
MIT License
•3•18•0•0•Updated Jan 14, 2026Jan 14, 2026
DocUnfold
Public
[TCE] DocUnfold: Leveraging Unfolding Network and A Real-World Large-Scale Dataset for Handwriting Contamination Removal in Documents
document-processing document-enhancement
Python
•
MIT License
•0•0•0•0•Updated Jan 1, 2026Jan 1, 2026
CMAMRNet
Public
[BMVC 2025] CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance
inpainting mural bmvc2025
Python
•
MIT License
•0•6•0•0•Updated Dec 12, 2025Dec 12, 2025
Underwater-Image-Enhancement
Public
Summary of Publicly Available Underwater Image Enhancement Method
image-processing underwater-robotics underwater-images underwater-image-restoration underwater-image-enhancement underwater-image-processing
MIT License
•22•224•0•0•Updated Nov 28, 2025Nov 28, 2025
Document_Enhancement
Public
A collection of document enhancement methods.
document-enhancement
Python
•
MIT License
•0•2•0•0•Updated Nov 26, 2025Nov 26, 2025
AquaClarity
Public
[TCE] AquaClarity: Vision Transformer Enhances Underwater Image via Nonlinear Feature Fusion and Color Fidelity Improvement
underwater-image-restoration underwater-image-enhancement
Python
•
MIT License
•0•1•0•0•Updated Nov 14, 2025Nov 14, 2025
DHAN-SHR
Public
[ACM MM 2024] Dual-Hybrid Attention Network for Specular Highlight Removal
image-reconstruction computational-photography restoration low-level-vision specular-removal highlight-removal acmmm2024
Python
•
MIT License
•3•34•0•0•Updated Jul 3, 2025Jul 3, 2025
UIR-PolyKernel
Public
[ICASSP 2025] Underwater Image Restoration via Polymorphic Large Kernel CNNs
underwater-images underwater-image-restoration underwater-image-enhancement underwater-image-processing icassp2025
Python
•
MIT License
•3•23•0•0•Updated Apr 22, 2025Apr 22, 2025
SMAFormer
Public
[BIBM 2024] SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation
medical-imaging image-segmentation medical-images medical-image-processing medical-image-segmentation bibm-2024
Python
•
MIT License
•1•25•0•0•Updated Mar 27, 2025Mar 27, 2025
Low-level-NAS
Public
Neural Architecture Search for Low-level Vision
MIT License
•0•3•0•0•Updated Mar 22, 2025Mar 22, 2025
GuidedHybSensUIR
Public
[TCSVT] Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis
underwater-images underwater-image-restoration underwater-image-enhancement underwater-image-processing
Python
•
MIT License
•3•21•0•0•Updated Feb 24, 2025Feb 24, 2025
Highlight-Removal
Public
Summary of Publicly Available Highlight Removal Method
specular-removal highlight-removal
C++
•
MIT License
•4•43•0•0•Updated Dec 16, 2024Dec 16, 2024
UIE-UnFold
Public
[DSAA 2024] UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement
underwater-images underwater-image-restoration underwater-image-enhancement underwater-image-processing dsaa-2024
Python
•
MIT License
•2•1•0•0•Updated Nov 15, 2024Nov 15, 2024
IRFormer
Public
[IJCNN 2024] Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model
image-translation visible-infrared ijcnn2024
Python
•
MIT License
•6•41•0•0•Updated Oct 29, 2024Oct 29, 2024
FilmNet
Public
[IJCAI 2023] A Large-scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement
image-enhancement ijcai2023
Python
•
MIT License
•2•54•0•0•Updated Jul 26, 2024Jul 26, 2024
DeVigNet
Public
[AAAI 2024] Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion
vignette vignetting vignetting-correction-algorithm aaai2024
Python
•
MIT License
•0•18•0•0•Updated Jul 25, 2024Jul 25, 2024
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.
shadow-removal document-shadow-removal iccv2023
Python
•
MIT License
•13•203•0•0•Updated Jun 18, 2024Jun 18, 2024
STE-Net
Public
MIT License
•0•0•0•0•Updated Jun 4, 2024Jun 4, 2024
ShadocNet
Public
[ICASSP 2023] ShaDocNet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal
shadow-removal icassp2023 document-shadow-removal
Python
•
MIT License
•0•11•0•0•Updated Dec 25, 2023Dec 25, 2023
Depth-Map-and-Transmission-Map-Generation
Public
Generate depth map and transmission map for underwater image enhancement
MATLAB
•
MIT License
•0•1•0•0•Updated Nov 13, 2023Nov 13, 2023
U-Net
Public
A baseline U-Net model for study
Python
•
MIT License
•1•1•0•0•Updated Nov 13, 2023Nov 13, 2023
Pytorch-UW-IQA
Public
Non-Reference IQA implementation in Pytorch CUDA, UCIQE, UIQM, ...
pytorch underwater image-quality-assessment
Python
•
MIT License
•1•19•0•0•Updated May 10, 2023May 10, 2023
Vignetting-Generation
Public
Methods to generate vignetting in images
Python
•
MIT License
•0•0•0•0•Updated Mar 17, 2023Mar 17, 2023
.github
Public
0•0•0•0•Updated Feb 20, 2023Feb 20, 2023
Shadow-Generation
Public
Methods to generate shadows in images
Python
•
MIT License
•2•4•0•0•Updated May 20, 2022May 20, 2022