InterFusion: Text-Driven Generation of 3D Human-Object Interaction

no code implementations • 22 Mar 2024 • Sisi Dai, Wenhao Li, Haowen Sun, Haibin Huang, Chongyang Ma, Hui Huang, Kai Xu, Ruizhen Hu

In this study, we tackle the complex task of generating 3D human-object interactions (HOI) from textual descriptions in a zero-shot text-to-3D manner.

3D Generation Human-Object Interaction Detection +2

NIFT: Neural Interaction Field and Template for Object Manipulation

no code implementations • 20 Oct 2022 • Zeyu Huang, Juzhan Xu, Sisi Dai, Kai Xu, Hao Zhang, Hui Huang, Ruizhen Hu

Given a few object manipulation demos, NIFT guides the generation of the interaction imitation for a new object instance by matching the Neural Interaction Template (NIT) extracted from the demos in the target Neural Interaction Field (NIF) defined for the new object.

Descriptive Imitation Learning +1