DeformingThings4D
Introduced by Li et al. in 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface
DeformingThings4D is a synthetic dataset containing 1,972 animation sequences spanning 31 categories of humanoids and animals. It provides 200 animations for humanoids and 1772 animations for animals.
Use case of the dataset
The dataset is designed to tackle the following tasks using data-driven approaches:
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Scene flow estimation
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Non-rigid tracking/registration
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Shape and motion completion
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Learning riggings from observation
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Generic non-rigid reconstruction
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
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4DMatch
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Li and Harada
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Papers
| Paper | Code | Results | Date | Stars |
|---|
