PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images

1 code implementation • 13 Jul 2022 • Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, Yebin Liu

To address these issues, we propose a Pyramidal Mesh Alignment Feedback (PyMAF) loop in our regression network for well-aligned human mesh recovery and extend it as PyMAF-X for the recovery of expressive full-body models.

3D human pose and shape estimation Human Mesh Recovery +2

Recovering 3D Human Mesh from Monocular Images: A Survey

1 code implementation • 3 Mar 2022 • Yating Tian, Hongwen Zhang, Yebin Liu, LiMin Wang

Since the release of statistical body models, 3D human mesh recovery has been drawing broader attention.

3D human pose and shape estimation Human Mesh Recovery

Hateful Memes Challenge: An Enhanced Multimodal Framework

1 code implementation • 20 Dec 2021 • Aijing Gao, Bingjun Wang, Jiaqi Yin, Yating Tian

Hateful Meme Challenge proposed by Facebook AI has attracted contestants around the world.

PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop

2 code implementations • ICCV 2021 • Hongwen Zhang, Yating Tian, Xinchi Zhou, Wanli Ouyang, Yebin Liu, LiMin Wang, Zhenan Sun

Regression-based methods have recently shown promising results in reconstructing human meshes from monocular images.

3D human pose and shape estimation 3D Human Reconstruction +2