UniE2F: A Unified Diffusion Framework for Event-to-Frame Reconstruction with Video Foundation Models

Gang Xu, Zhiyu Zhu, Junhui Hou

Event cameras excel at high-speed, low-power, and high-dynamic-range scene perception. However, as they fundamentally record only relative intensity changes rather than absolute in…