23 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.CV2026
VCR: Variance-Driven Channel Recalibration for Robust Low-Light Enhancement
Zhixin Cheng, Fangwen Zhang, Xiaotian Yin +2
Most sRGB-based LLIE methods suffer from entangled luminance and color, while the HSV color space offers insufficient decoupling at the cost of introducing significant red and blac…
cs.CV2025★ 23 cited
Brightness Perceiving for Recursive Low-Light Image Enhancement
Haodian Wang, Long Peng, Yuejin Sun +3
Due to the wide dynamic range in real low-light scenes, there will be large differences in the degree of contrast degradation and detail blurring of captured images, making it diff…
cs.CV2025
Adaptive Low Light Enhancement via Joint Global-Local Illumination Adjustment
Haodian Wang, Yaqi Song
Images captured under real-world low-light conditions face significant challenges due to uneven ambient lighting, making it difficult for existing end-to-end methods to enhance ima…