
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
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
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
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
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
Jun 20, 2023
This paper proposes a regularizer-free Retinex decomposition and synthesis network (RFR) for...
lowlight enhancement
cvpr
retinex
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