MeshPose: Unifying DensePose and 3D Body Mesh reconstruction
Eric-Tuan Le, Antonis Kakolyris, Petros Koutras, Himmy Tam, Efstratios Skordos, George Papandreou, Riza Alp Güler, Iasonas Kokkinos
2024Year
3Top-tier citations
Abstract
meshpose.github.io DensePose PARE CLIFF NIKI MeshPose -Mesh MeshPose -UV Input Figure 1 . DensePose prediction systems are pixel-accurate but do not provide a 3D mesh, while human mesh recovery systems do not provide pixel-accurate 2D reprojection. We propose MeshPose, a novel human mesh recovery method that combines the benefits of both.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers3
- QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics CaptureCuong Le, Pavlo Melnyk, Urs Waldmann, Mårten Wadenbäck et al.ICLR 2026 · 3 citations
- HeatFormer: A Neural Optimizer for Multiview Human Mesh RecoveryYuto Matsubara, Ko NishinoCVPR 2025
- MEGA: Masked Generative Autoencoder for Human Mesh RecoveryGuénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Francesc Moreno-NoguerCVPR 2025
Builds on23
- Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the LoopNikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas DaniilidisICCV 2019 · 1,139 citations
- PARE: Part Attention Regressor for 3D Human Body EstimationMuhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. BlackICCV 2021 · 509 citations
- Mesh GraphormerKevin Lin, Lijuan Wang, Zicheng LiuICCV 2021 · 399 citations
- Humans in 4D: Reconstructing and Tracking Humans with TransformersShubham Goel, Georgios Pavlakos, Jathushan Rajasegaran, Angjoo Kanazawa et al.ICCV 2023 · 390 citations
- Resolving 3D Human Pose Ambiguities With 3D Scene ConstraintsMohamed Hassan, Vasileios Choutas, Dimitrios Tzionas, Michael J. BlackICCV 2019 · 384 citations
Related papers
- NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape EstimationJiefeng Li, Siyuan Bian, Qi Liu, Jiasheng Tang et al.CVPR 2023
- Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh RecoveryZhenbo Yu, Junjie Wang, Jingwei Xu, Bingbing Ni et al.ICCV 2021 · 27 citations
- 3D Human Mesh Regression With Dense CorrespondenceWang Zeng, Wanli Ouyang, Ping Luo, Wentao Liu et al.CVPR 2020
- UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-body Decoupling 3D ModelHaonan Yan, Jiaqi Chen, Xujie Zhang, Shengkai Zhang et al.ICCV 2021 · 16 citations
- MI-Mesh: 3D Human Mesh Construction by Fusing Image and Millimeter WaveHan Ding, Zhenbin Chen, Cui Zhao, Fei Wang et al.UbiComp 2023 · 29 citations
