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Low-Light Image Enhancement

Low-Light Image Enhancement is a computer vision task that involves improving the quality of images captured under low-light conditions. The goal of low-light image enhancement is to make images brighter, clearer, and more visually appealing, without introducing too much noise or distortion.

Papers

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Showing 51–100 of 316 papers

TitleStatusHype
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image EnhancementCode1
For Overall Nighttime Visibility: Integrate Irregular Glow Removal With Glow-Aware EnhancementCode1
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image EnhancementCode1
KAN See In the DarkCode1
Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image EnhancementCode1
Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video EnhancementCode1
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image EnhancementCode1
DPEC: Dual-Path Error Compensation Method for Enhanced Low-Light Image ClarityCode1
LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-DiffusionCode1
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image EnhancementCode1
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens DatasetsCode1
Troublemaker Learning for Low-Light Image EnhancementCode1
PPformer: Using pixel-wise and patch-wise cross-attention for low-light image enhancementCode1
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual NoiseCode1
Global Structure-Aware Diffusion Process for Low-Light Image EnhancementCode1
Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone MappingCode1
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive DimmingCode1
WaveNet: Wave-Aware Image EnhancementCode1
Joint Correcting and Refinement for Balanced Low-Light Image EnhancementCode1
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation SurveillanceCode1
Empowering Low-Light Image Enhancer through Customized Learnable PriorsCode1
Multiple transformation function estimation for image enhancementCode1
Generalized Lightness Adaptation with Channel Selective NormalizationCode1
CDAN: Convolutional dense attention-guided network for low-light image enhancementCode1
Self-Reference Deep Adaptive Curve Estimation for Low-Light Image EnhancementCode1
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency InformationCode1
From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility EnhancementCode1
Towards General Low-Light Raw Noise Synthesis and ModelingCode1
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image EnhancementCode1
Lighting up NeRF via Unsupervised Decomposition and EnhancementCode1
ExposureDiffusion: Learning to Expose for Low-light Image EnhancementCode1
Glow in the Dark: Low-Light Image Enhancement with External MemoryCode1
LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse DiffusionCode1
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image RestorationCode1
Enlighten Anything: When Segment Anything Model Meets Low-Light Image EnhancementCode1
Bilevel Fast Scene Adaptation for Low-Light Image EnhancementCode1
FLIGHT Mode On: A Feather-Light Network for Low-Light Image EnhancementCode1
Pyramid Diffusion Models For Low-light Image EnhancementCode1
Simplifying Low-Light Image Enhancement Networks with Relative Loss FunctionsCode1
Few-Shot Domain Adaptation for Low Light RAW Image EnhancementCode1
Denoising Diffusion Post-Processing for Low-Light Image EnhancementCode1
Aleth-NeRF: Low-light Condition View Synthesis with Concealing FieldsCode1
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image EnhancementCode1
Learning a Simple Low-Light Image Enhancer From Paired Low-Light InstancesCode1
Low-Light Image Enhancement with Multi-Stage Residue Quantization and Brightness-Aware AttentionCode1
DNF: Decouple and Feedback Network for Seeing in the DarkCode1
Local Color Distributions Prior for Image EnhancementCode1
Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network PriorsCode1
TreEnhance: A Tree Search Method For Low-Light Image EnhancementCode1
Exposure Correction Model to Enhance Image QualityCode1
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