mlsanityData to 14 Oct 2026

HairCS: Reconstructing Strand-Based Hair from Hair Cards

arXiv 2609.16465 ↗First posted 15 Sep 2026cs.GR cs.CVcited by 1

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Abstract (arXiv)

We present an automated pipeline that converts hair-card models into high-quality strand-based hairstyles. Given a collection of textured triangular or quad strips as input, our method produces a strand-based representation that preserves the original hairstyle while enriching it with fine-scale geometric detail and adhering to standard production requirements: strands originate from the scalp, roots are uniformly distributed, and the hair volume is plausibly filled. The resulting assets are directly compatible with strand-based rendering, physics-based simulation, and common grooming modifiers (e.g., clumping, curling, noise) for enhanced realism and artistic control. We validate our approach on a large and diverse set of hairstyles, including short and long hair, curly styles, and complex styles such as buns and ponytails.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 13 of its 55 references that are in the map. First posted on arXiv 15 Sep 2026.

Builds on

13 of 55 references.

References · 13

  1. 2014Adam: A Method for Stochastic Optimizationcited by 37,240
  2. 2024GaussianHair: Hair Modeling and Rendering with Light-aware Gaussianscited by 48
  3. 2023HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modelingcited by 36
  4. 2024Human Hair Reconstruction with Strand-Aligned 3D Gaussianscited by 36
  5. 2022NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animationcited by 30
  6. 2023HAAR: Text-Conditioned Generative Model of 3D Strand-based Human Hairstylescited by 30
  7. 2019DeepSketchHair: Deep Sketch-based 3D Hair Modelingcited by 25
  8. 2024MonoHair: High-Fidelity Hair Modeling from a Monocular Videocited by 24
  9. 2024Perm: A Parametric Representation for Multi-Style 3D Hair Modelingcited by 22
  10. 2018Video to Fully Automatic 3D Hair Modelcited by 12
  11. 2024Towards Unified 3D Hair Reconstruction from Single-View Portraitscited by 9
  12. 2025Auto Hair Card Extraction for Smooth Hair with Differentiable Renderingcited by 5
1 more
  1. 2025CHARM: Control-point-based 3D Anime Hairstyle Auto-Regressive Modelingcited by 4

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Citing papers per year: 2026: 1.

1 paper.