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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 151–175 of 316 papers

TitleStatusHype
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image EnhancementCode0
ERetinex: Event Camera Meets Retinex Theory for Low-Light Image EnhancementCode0
Low-Light Image and Video Enhancement: A Comprehensive Survey and BeyondCode0
BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color RestorationCode0
Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-RegulationCode0
Low-light image enhancement based on sharpening-smoothing image filterCode0
Extremely Low-light Image Enhancement with Scene Text RestorationCode0
Low-Light Image Enhancement Based on Cell Vibration Energy Model and Lightness DifferenceCode0
STAR: A Structure and Texture Aware Retinex ModelCode0
Learning to Kindle the StarlightCode0
Deep Retinex Decomposition for Low-Light EnhancementCode0
DeepSPG: Exploring Deep Semantic Prior Guidance for Low-light Image Enhancement with Multimodal LearningCode0
A Non-Uniform Low-Light Image Enhancement Method with Multi-Scale Attention Transformer and Luminance Consistency LossCode0
Seeing Motion in the DarkCode0
VIIS: Visible and Infrared Information Synthesis for Severe Low-light Image EnhancementCode0
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object DetectionCode0
Restoring Extremely Dark Images in Real TimeCode0
LIME: Low-light Image Enhancement via Illumination Map EstimationCode0
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation DatasetCode0
Low-light Image Enhancement Using the Cell Vibration ModelCode0
WARLearn: Weather-Adaptive Representation LearningCode0
Linear Array Network for Low-light Image EnhancementCode0
SurroundNet: Towards Effective Low-Light Image EnhancementCode0
ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image EnhancementCode0
Entropy-Driven Genetic Optimization for Deep-Feature-Guided Low-Light Image EnhancementCode0
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