Research map / 3D vision / Face and shape
Sparse Photometric 3D Face Reconstruction Guided by Morphable Models
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use near-point-light calibration with the morphable-model geometry proxy instead of parallel-light calibration | Sparse PS face reconstruction · Synthetic rendered Light Stage face models | normalized depth error | Helped |
| Use the morphable-model proxy and proposed calibration, shadow handling, and hairy-region processing | Sparse PS face reconstruction · Real captured faces | reconstruction quality | Helped |
| Add bidirectional extremum filtering to hairy regions (ablation) | Sparse PS face reconstruction · Real captured faces, hairy regions | detail preservation | Helped |
| Add bidirectional extremum filtering to hairy regions (ablation) | Sparse PS face reconstruction · Real captured faces, hairy regions | spiking artifacts | Helped |
| Replace bidirectional extremum filtering with low-pass filtering (ablation) | Sparse PS face reconstruction · Real captured faces, hairy regions | high-frequency geometry preservation | Hurt |
| Use the bidirectional extremum filter instead of leaving hairy regions unfiltered (ablation) | Sparse PS face reconstruction · Real captured faces, hairy regions | noise reduction | Helped |
Closest papers by meaning
- Adaptive 3D Face Reconstruction From Unconstrained Photo Collections (CVPR 2016 · similarity 0.91)
- Lightweight Photometric Stereo for Facial Details Recovery (CVPR 2020 · similarity 0.90)
- Learning Complete 3D Morphable Face Models From Images and Videos (CVPR 2021 · similarity 0.89)
- SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images (CVPR 2025 · similarity 0.87)
- 3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation (CVPR 2024 · similarity 0.86)
- PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing (CVPR 2025 · similarity 0.85)
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