FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions

1 code implementation • 10 Sep 2023 • Jiong Wang, Fengyu Yang, Wenbo Gou, Bingliang Li, Danqi Yan, Ailing Zeng, Yijun Gao, Junle Wang, Yanqing Jing, Ruimao Zhang

To facilitate the development of 3D pose estimation, we present FreeMan, the first large-scale, multi-view dataset collected under the real-world conditions.

3D Human Pose Estimation 3D Pose Estimation +1

Dance with You: The Diversity Controllable Dancer Generation via Diffusion Models

1 code implementation • 23 Aug 2023 • Siyue Yao, MingJie Sun, Bingliang Li, Fengyu Yang, Junle Wang, Ruimao Zhang

In this paper, we introduce a novel multi-dancer synthesis task called partner dancer generation, which involves synthesizing virtual human dancers capable of performing dance with users.

Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model

1 code implementation • 20 May 2023 • Jie Yang, Bingliang Li, Fengyu Yang, Ailing Zeng, Lei Zhang, Ruimao Zhang

Extensive experiments demonstrate that DiffHOI significantly outperforms the state-of-the-art in regular detection (i. e., 41. 50 mAP) and zero-shot detection.

Human-Object Interaction Detection Zero-Shot Human-Object Interaction Detection