👉 DaNet [TPAMI 2020]:
- Learning 3D Human Shape and Pose from Dense Body Parts
✨ DensePose to SMPL; part-based regressor; more robust to occlusion
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👉 PyMAF [ICCV 2021, Oral] & PyMAF-X [TPAMI 2023]:
- PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
✨ better mesh-to-image alignment
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- PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
✨ an eXpressive version of PyMAF, supporting SMPL-X
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👉 JVCR [TIP 2019]:
- Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild
✨ Joint voxel and coordinate regression
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👉 ECT [TIFS 2018]:
- Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection
✨ Robust to occlusions and expressions
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👉 More projects related to:
- clothed human reconstruction
- animatable avatar
- behavior understanding