noise2image dataset

Noise2Image dataset for event cameras

Introduced 2024-04-01

Noise event recordings with static scenes. The static scenes are played on a display that does not flicker, so all events are not triggered by brightness changes and are pure noise. The goal for our noise2image paper (https://arxiv.org/abs/2404.01298) is to recover the static scene from the noise event recording using the noise-to-intensity dependency.

  • in-distribution images are from Unsplash, and out-of-distribution images are from DIV2K image super-resolution dataset.