Conference
Aug 2026
DSFD-Net: Dual-Stream Frequency-Decoupled Network for Nighttime Low-Light Image Enhancement
Images captured under nighttime conditions often exhibit insufficient brightness, heavy noise contamination, and significant texture corruption. Existing Retinex-inspired enhancement frameworks mainly focus on spatial feature reconstruction while paying limited attention to the coupling between illumination structures...
Yi-Lei Huang, Jing-Yu Li, Hao Sun et al.
· 2026 IEEE International Conf... · 0 citations