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Wenkai Zheng

2 accepted papers

2023

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

Huiyuan Fu, Wenkai Zheng, Xicong Wang, Jiaxuan Wang, Heng Zhang, Huadong Ma
ICCV 2023poster

Low-light video enhancement is a challenging task with broad applications. However, current research in this area is limited by the lack of high-quality benchmark datasets. To address this issue, we design a camera system and collect a high-quality low-light video dataset with multiple exposures and…

Cited by 21PDF ↗code ↗Scholar ↗
2023

You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement

Huiyuan Fu, Wenkai Zheng, Xiangyu Meng, Xin Wang, Chuanming Wang, Huadong Ma
CVPR 2023poster

Images captured in low-light conditions often suffer from significant quality degradation. Recent works have built a large variety of deep Retinex-based networks to enhance low-light images. The Retinex-based methods require decomposing the image into reflectance and illumination components, which i…

Cited by 63Source ↗PDF ↗Scholar ↗