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CVPR2024Top-tier venue

Generating Human Motion in 3D Scenes from Text Descriptions

Zhi Cen, Huaijin Pi, Sida Peng, Zehong Shen, Minghui Yang, Shuai Zhu, Hujun Bao, Xiaowei Zhou

2024Year
36Top-tier citations

Abstract

2 Ant Group "Walk to the door." "Sit on the table that is near the sofa." "Walk to the table that is near the sofa." "Stand up from the table." Figure 1. Generating human motions in 3D scenes from text descriptions. Our method can generate human motions containing accurate human-object interactions in 3D scenes based on textural descriptions. Although our method is trained and tested on the HUMANISE dataset, it can generalize to other scenes, e.g., the scenes in the PROX dataset. Left: test results on the HUMANISE dataset. Right: generalization results on the PROX scenes.

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