Adam Sun

2 accepted papers

2024

OccFusion: Rendering Occluded Humans with Generative Diffusion Priors

Adam Sun, Tiange Xiang, Scott Delp, Li Fei-Fei, Ehsan Adeli

NeurIPS 2024poster

Existing human rendering methods require every part of the human to be fully visible throughout the input video. However, this assumption does not hold in real-life settings where obstructions are common, resulting in only partial visibility of the human. Considering this, we present OccFusion, an a…

Cited by 3 Source ↗PDF ↗Scholar ↗

2023

Rendering Humans from Object-Occluded Monocular Videos

Tiange Xiang, Adam Sun, Jiajun Wu, Ehsan Adeli, Li Fei-Fei

ICCV 2023poster

3D understanding and rendering of moving humans from monocular videos is a challenging task. Although recent progress has enabled this task to some extent, it is still difficult to guarantee satisfactory results in real-world scenarios, where obstacles may block the camera view and cause partial occ…

Cited by 18 PDF ↗Scholar ↗