Beyond the Frame: Generating 360 Panoramic Videos from Perspective Videos

Understand

360{\deg} videos have emerged as a promising medium to represent our dynamic visual world.

• Compared to the "tunnel vision" of standard cameras, their borderless field of view offers a more complete perspective of our surroundings.
• While existing video models excel at producing standard videos, their ability to generate full panoramic videos remains elusive.
• In this paper, we investigate the task of video-to-360{\deg} generation: given a perspective video as input, our goal is to generate a full panoramic video that is consistent with the original video.