Ruizhou Liu

DMGINE: Day-Memory Guided Nighttime Image Enhancement for Dynamic Traffic Scenes

We introduce Daytime-Memory Guided Nighttime Image Enhancement (DMGNIE) framework, the first framework that turns long-running daytime surveillance videos of a single intersection into persistent “daytime memory” to guide nighttime image enhancement in traffic scenes. Our key insight is simple yet p