Given a modal (visible) object sequence in a video, we develop a two-stage method that generates its amodal (visible + invisible) masks and RGB content. Here, we show one such example of an unseen deformable object category 'laptop' that undergoes a complete occlusion.

Excited to present new work on using diffusion priors for video amodal segmentation and content completion!

with Deva Ramanan and @tarashakhurana.bsky.social

arXiv: arxiv.org/abs/2412.04623
project page: diffusion-vas.github.io