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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 101–150 of 316 papers

TitleStatusHype
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image EnhancementCode1
Exposure Correction Model to Enhance Image QualityCode1
Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network PriorsCode1
Pyramid Diffusion Models For Low-light Image EnhancementCode1
Self-supervised Low Light Image Enhancement and DenoisingCode1
Few-Shot Domain Adaptation for Low Light RAW Image EnhancementCode1
Semantically Contrastive Learning for Low-light Image EnhancementCode1
FLOL: Fast Baselines for Real-World Low-Light EnhancementCode1
Self-Reference Deep Adaptive Curve Estimation for Low-Light Image EnhancementCode1
Forward-only Diffusion Probabilistic ModelsCode1
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency InformationCode1
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene UnderstandingCode1
From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility EnhancementCode1
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image EnhancementCode1
Generalized Lightness Adaptation with Channel Selective NormalizationCode1
Getting to Know Low-light Images with The Exclusively Dark DatasetCode1
Denoising Diffusion Post-Processing for Low-Light Image EnhancementCode1
Global Structure-Aware Diffusion Process for Low-Light Image EnhancementCode1
Self-supervised Image Enhancement Network: Training with Low Light Images OnlyCode1
DPEC: Dual-Path Error Compensation Method for Enhanced Low-Light Image ClarityCode1
Deep Color Consistent Network for Low-Light Image EnhancementCode1
Half Wavelet Attention on M-Net+ for Low-Light Image EnhancementCode1
Semantic-Guided Zero-Shot Learning for Low-Light Image/Video EnhancementCode1
LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse DiffusionCode1
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image EnhancementCode1
Image Demoireing with Learnable Bandpass FiltersCode1
Illumination-Aware Image Quality Assessment for Enhanced Low-light ImageCode1
Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone ImagesCode1
IceNet for Interactive Contrast EnhancementCode1
HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image EnhancementCode1
Abandoning the Bayer-Filter to See in the DarkCode1
See through the Dark: Learning Illumination-affined Representations for Nighttime Occupancy PredictionCode1
Degrade is Upgrade: Learning Degradation for Low-light Image EnhancementCode1
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image EnhancementCode1
Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion ModelCode1
Zero-Shot Low-Light Image Enhancement via Joint Frequency Domain Priors Guided DiffusionCode1
Deep Retinex Decomposition for Low-Light EnhancementCode0
HiLLIE: Human-in-the-Loop Training for Low-Light Image EnhancementCode0
Rethinking the Atmospheric Scattering-driven Attention via Channel and Gamma Correction Priors for Low-Light Image EnhancementCode0
Bilateral Interaction for Local-Global Collaborative Perception in Low-Light Image EnhancementCode0
Restoring Extremely Dark Images in Real TimeCode0
Extremely Low-light Image Enhancement with Scene Text RestorationCode0
ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image EnhancementCode0
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation DatasetCode0
CUR Transformer: A Convolutional Unbiased Regional Transformer for Image DenoisingCode0
ERetinex: Event Camera Meets Retinex Theory for Low-Light Image EnhancementCode0
Low-light Image Enhancement Using the Cell Vibration ModelCode0
Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image EnhancementCode0
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image EnhancementCode0
Enhancing Low-Light Images with Kolmogorov–Arnold Networks in Transformer AttentionCode0
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