From Abyssal Darkness to Blinding Glare: A Benchmark on Extreme Exposure Correction in Real World

From Abyssal Darkness to Blinding Glare: A Benchmark on Extreme Exposure Correction in Real World

Jun 26, 2025

This paper introduces Real-world Extreme Exposure Dataset (REED) to improve extreme exposure...
exposure correction iccv feature
Exploring in Extremely Dark: Low-Light Video Enhancement with Real Events

Exploring in Extremely Dark: Low-Light Video Enhancement with Real Events

Oct 28, 2024

This paper proposes the Real-Event Embedded Network (REN) for low-light video enhancement using real...
lowlight enhancement acm multimedia event
Learning Exposure Correction in Dynamic Scenes

Learning Exposure Correction in Dynamic Scenes

Oct 28, 2024

This paper constructs the first real-world paired video dataset DIME, including both underexposure...
exposure correction acm multimedia
Region-Aware Exposure Consistency Network for Mixed Exposure Correction

Region-Aware Exposure Consistency Network for Mixed Exposure Correction

Feb 28, 2024

An effective Region-aware Exposure Correction Network (RECNet) is introduced that can handle mixed...
exposure correction aaai
Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement

Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement

Oct 4, 2023

This paper introduces a high-quality low-light video dataset (DID) and a Retinex-based method called...
lowlight enhancement iccv dataset
You Do Not Need Additional Priors or Regularizers in Retinex-based Low-light Image Enhancement

You Do Not Need Additional Priors or Regularizers in Retinex-based Low-light Image Enhancement

Jun 20, 2023

This paper proposes a regularizer-free Retinex decomposition and synthesis network (RFR) for...
lowlight enhancement cvpr retinex
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