mlsanityData to 7 Oct 2026

Polarimetric BSSRDF Acquisition of Dynamic Faces

arXiv 2501.01980 ↗First posted 29 Dec 2024cs.CV cs.GRcited by 3

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Abstract (arXiv)

Acquisition and modeling of polarized light reflection and scattering help reveal the shape, structure, and physical characteristics of an object, which is increasingly important in computer graphics. However, current polarimetric acquisition systems are limited to static and opaque objects. Human faces, on the other hand, present a particularly difficult challenge, given their complex structure and reflectance properties, the strong presence of spatially-varying subsurface scattering, and their dynamic nature. We present a new polarimetric acquisition method for dynamic human faces, which focuses on capturing spatially varying appearance and precise geometry, across a wide spectrum of skin tones and facial expressions. It includes both single and heterogeneous subsurface scattering, index of refraction, and specular roughness and intensity, among other parameters, while revealing biophysically-based components such as inner- and outer-layer hemoglobin, eumelanin and pheomelanin. Our method leverages such components' unique multispectral absorption profiles to quantify their concentrations, which in turn inform our model about the complex interactions occurring within the skin layers. To our knowledge, our work is the first to simultaneously acquire polarimetric and spectral reflectance information alongside biophysically-based skin parameters and geometry of dynamic human faces. Moreover, our polarimetric skin model integrates seamlessly into various rendering pipelines.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 17 of its 89 references that are in the map. First posted on arXiv 29 Dec 2024.

Builds on

17 of 89 references.

References · 17

  1. 2021RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matchingcited by 348
  2. 2015Coordinate Descent Algorithmscited by 218
  3. 2017SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wildcited by 110
  4. 2020Learning Formation of Physically-Based Face Attributescited by 94
  5. 2019Towards High-fidelity Nonlinear 3D Face Morphable Modelcited by 91
  6. 2021Deep Polarization Imaging for 3D shape and SVBRDF Acquisitioncited by 56
  7. 2018On Learning 3D Face Morphable Model from In-the-wild Imagescited by 54
  8. 2021Shape from Polarization for Complex Scenes in the Wildcited by 53
  9. 2022PANDORA: Polarization-Aided Neural Decomposition Of Radiancecited by 52
  10. 2019Depth from a polarisation + RGB stereo paircited by 29
  11. 2020Polarimetric Multi-View Inverse Renderingcited by 28
  12. 2022High-Res Facial Appearance Capture from Polarized Smartphone Imagescited by 21
5 more
  1. 2022Video-driven Neural Physically-based Facial Asset for Productioncited by 17
  2. 2023Multi-View Azimuth Stereo via Tangent Space Consistencycited by 16
  3. 2020Monochrome and Color Polarization Demosaicking Using Edge-Aware Residual Interpolationcited by 15
  4. 2021All-photon Polarimetric Time-of-Flight Imagingcited by 12
  5. 2022Estimation of Spectral Biophysical Skin Properties from Captured RGB Albedocited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 2; 2026: 1.

3 papers.