Event-Illumination Collaborative Low-light Image Enhancement with a High-resolution Real-world Dataset
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Senyan, Sun, Zhijing, Liu, Kean, Lu, Xin, Jiang, Ruixuan, Huang, Mingyang, Fu, Xueyang, Zha, Zheng-Jun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring
by: Zhong, Mingchen, et al.
Published: (2025)
by: Zhong, Mingchen, et al.
Published: (2025)
EventGait: Towards Robust Gait Recognition with Event Streams
by: Xu, Senyan, et al.
Published: (2026)
by: Xu, Senyan, et al.
Published: (2026)
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera
by: Xu, Senyan, et al.
Published: (2024)
by: Xu, Senyan, et al.
Published: (2024)
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
by: Li, Dong, et al.
Published: (2024)
by: Li, Dong, et al.
Published: (2024)
AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results
by: Yakovenko, Alexander, et al.
Published: (2025)
by: Yakovenko, Alexander, et al.
Published: (2025)
Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution
by: Peng, Long, et al.
Published: (2024)
by: Peng, Long, et al.
Published: (2024)
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
by: Kim, Taewoo, et al.
Published: (2024)
by: Kim, Taewoo, et al.
Published: (2024)
Elucidating and Endowing the Diffusion Training Paradigm for General Image Restoration
by: Lu, Xin, et al.
Published: (2025)
by: Lu, Xin, et al.
Published: (2025)
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-Regulation
by: Liu, Xiaofeng, et al.
Published: (2023)
by: Liu, Xiaofeng, et al.
Published: (2023)
Low-Light Image Enhancement using Event-Based Illumination Estimation
by: Sun, Lei, et al.
Published: (2025)
by: Sun, Lei, et al.
Published: (2025)
EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction
by: Ge, Chengjie, et al.
Published: (2025)
by: Ge, Chengjie, et al.
Published: (2025)
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement
by: Lin, Yunlong, et al.
Published: (2024)
by: Lin, Yunlong, et al.
Published: (2024)
Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach
by: Liang, Guoqiang, et al.
Published: (2024)
by: Liang, Guoqiang, et al.
Published: (2024)
Rethinking Theoretical Illumination for Efficient Low-Light Image Enhancement
by: Weng, Shyang-En, et al.
Published: (2024)
by: Weng, Shyang-En, et al.
Published: (2024)
FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution
by: Liu, Yidi, et al.
Published: (2025)
by: Liu, Yidi, et al.
Published: (2025)
Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model
by: Shen, Yiyang, et al.
Published: (2023)
by: Shen, Yiyang, et al.
Published: (2023)
Binarized Low-light Raw Video Enhancement
by: Zhang, Gengchen, et al.
Published: (2024)
by: Zhang, Gengchen, et al.
Published: (2024)
Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement
by: She, Chunyan, et al.
Published: (2025)
by: She, Chunyan, et al.
Published: (2025)
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning
by: Wang, Kunyu, et al.
Published: (2025)
by: Wang, Kunyu, et al.
Published: (2025)
LUMINA-Net: Low-light Upgrade through Multi-stage Illumination and Noise Adaptation Network for Image Enhancement
by: Siddiqua, Namrah, et al.
Published: (2025)
by: Siddiqua, Namrah, et al.
Published: (2025)
SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement
by: Li, Hanting, et al.
Published: (2025)
by: Li, Hanting, et al.
Published: (2025)
Illuminating Darkness: Learning to Enhance Low-light Images In-the-Wild
by: Sharif, S M A, et al.
Published: (2025)
by: Sharif, S M A, et al.
Published: (2025)
Rethinking Model Redundancy for Low-light Image Enhancement
by: Li, Tong, et al.
Published: (2024)
by: Li, Tong, et al.
Published: (2024)
RobustGS: Unified Boosting of Feedforward 3D Gaussian Splatting under Low-Quality Conditions
by: Wu, Anran, et al.
Published: (2025)
by: Wu, Anran, et al.
Published: (2025)
SIMI: Self-information Mining Network for Low-light Image Enhancement
by: Fu, Xuanshuo, et al.
Published: (2026)
by: Fu, Xuanshuo, et al.
Published: (2026)
OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects
by: Liu, Isabella, et al.
Published: (2023)
by: Liu, Isabella, et al.
Published: (2023)
A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement
by: Turab, Muhammad
Published: (2025)
by: Turab, Muhammad
Published: (2025)
VisionSelector: End-to-End Learnable Visual Token Compression for Efficient Multimodal LLMs
by: Zhu, Jiaying, et al.
Published: (2025)
by: Zhu, Jiaying, et al.
Published: (2025)
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration
by: Peng, Long, et al.
Published: (2025)
by: Peng, Long, et al.
Published: (2025)
Bird-SR: Bidirectional Reward-Guided Diffusion for Real-World Image Super-Resolution
by: Fan, Zihao, et al.
Published: (2026)
by: Fan, Zihao, et al.
Published: (2026)
Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement
by: Li, Yini, et al.
Published: (2025)
by: Li, Yini, et al.
Published: (2025)
A Physically-Grounded Attack and Adaptive Defense Framework for Real-World Low-Light Image Enhancement
by: Zhang, Tongshun, et al.
Published: (2026)
by: Zhang, Tongshun, et al.
Published: (2026)
Wavelet-based Mamba with Fourier Adjustment for Low-light Image Enhancement
by: Tan, Junhao, et al.
Published: (2024)
by: Tan, Junhao, et al.
Published: (2024)
Low-light Image Enhancement with Retinex Decomposition in Latent Space
by: Zheng, Bolun, et al.
Published: (2026)
by: Zheng, Bolun, et al.
Published: (2026)
Towards Better De-raining Generalization via Rainy Characteristics Memorization and Replay
by: Wang, Kunyu, et al.
Published: (2025)
by: Wang, Kunyu, et al.
Published: (2025)
UHD Low-Light Image Enhancement via Real-Time Enhancement Methods with Clifford Information Fusion
by: Wang, Xiaohan, et al.
Published: (2026)
by: Wang, Xiaohan, et al.
Published: (2026)
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More
by: Chen, Kanghao, et al.
Published: (2024)
by: Chen, Kanghao, et al.
Published: (2024)
AMIEOD: Adaptive Multi-Experts Image Enhancement for Object Detection in Low-Illumination Scenes
by: Huang, Xiaochen, et al.
Published: (2026)
by: Huang, Xiaochen, et al.
Published: (2026)
DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision
by: Yin, Xiangchen, et al.
Published: (2023)
by: Yin, Xiangchen, et al.
Published: (2023)
Similar Items
-
CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring
by: Zhong, Mingchen, et al.
Published: (2025) -
EventGait: Towards Robust Gait Recognition with Event Streams
by: Xu, Senyan, et al.
Published: (2026) -
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera
by: Xu, Senyan, et al.
Published: (2024) -
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
by: Li, Dong, et al.
Published: (2024) -
AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results
by: Yakovenko, Alexander, et al.
Published: (2025)