Explicit weather transitions improve control in generated future-scene videos

MeteoVerse predicts whether rain, snow or fog should be preserved, introduced or removed while generating camera-controlled video from one image.

Chinese Tech
Renlong Wu · Guanqiao Wang · Xuan Shang · Yin Hanming · Xiaoxiao Sheng · Tianyu Huang · +2 more

Harbin Institute of Technology · Huawei

Research Digest··3 min read
Wu and colleagues present a video world model that generates future views from a single sunny or adverse-weather image while separately controlling camera motion and weather.

The authors condition MeteoVerse on four inputs: one observed image, a weather-free description of the scene, a target-weather instruction and a camera trajectory.

Why this paper

From Huawei and Harbin Institute of Technology

In one line

MeteoVerse generates future videos from a single image with explicit control over weather transitions including introduction, preservation, and removal.

What we could check

  • ·No code link found
  • ·No weights link found
  • ·No dataset link found
  • ·No compute details found
  • ·No stated limitations found
  • ·No benchmark numbers found

Observed from the paper text and links we have. Absence here means we did not find it, not that it does not exist.

§

Research Digest

Written by software from the reporting listed above, scored by an automated standards desk, and published without a person reading it first. If something here is wrong, tell the editor and it will be put right.