Diffusion-Based Extreme High-Speed Scenes Reconstruction with the Complementary Vision Sensor

Rec (a) High-speed Reconstruction 2000 r/min Reconstruction 1000 r/min Reconstruction (b) Deblur x25 Index 0 4 8 12 16 20 24 𝑹𝑹𝑹𝑹𝑩𝑩 𝟎𝟎 𝑹𝑹𝑹𝑹𝑩𝑩 𝟏𝟏 Figure 1. (a) A segment of real-captured data by the complementary vision sensor, Tianmouc [46], which includes adjacent 30 FPS RGB frames, spatial difference (SD) and accumulated temporal difference (T D) between them. We achieve accurate, colorful, high-speed, and blur-free video reconstruction. (b) Our method can also achieve reconstruction even in extremely blurry real-world scenarios.