arxivcs.CVcs.AI2026-07-03
MambaLIE: Scene Light Intensity-Boosted Low-Light Image Enhancement with State Space Model
Wanshu Fan, Xiangyu Li, Cong Wang, Kin-man Lam, Xin Yang, Haiyan Zhang, et al.
Images captured by consumer electronic devices, such as mobile phones and digital cameras, often suffer from low-light degradation due to sensor limitations and imaging pipelines, which degrades visual quality and affects downstream vision tasks. Existing methods based on Convolu…