Beyond the Raw Scan: Production-Ready 3D Heads with Realistic Textures from Everyday Photos - 26.44

Title:

Beyond the Raw Scan: Production-Ready 3D Heads with Realistic Textures from Everyday Photos

Authors:

Roman BELOV, Artem KOCHUROV

KeenTools, Yerevan, Armenia

Abstract:

Producing a usable 3D head typically requires dedicated scanning hardware or hours of manual cleanup after capture. At KeenTools, we have developed a fully automatic, hardware-free and marker-free pipeline that turns ordinary photographs into production-ready 3D heads. The system morphs a generic head model to match the shape, facial features and expressions visible in the input photos, so every result shares the same clean MetaHuman topology, complete with PBR textures and ARKit blend shapes, in 1-3 minutes. Optional AI preprocessing covers missing angles, cleans up textures and removes hair. In this talk, we present the approach, show results across diverse subjects, and discuss current limitations and next steps.

Abstract:

PDF

Presentation:

Full video will be available here in Q3.2027; it is already availble in the proceedings (purchase order).

How to Cite (MLA):

Belov, Roman and Kochurov, Artem "Beyond the Raw Scan: Production-Ready 3D Heads with Realistic Textures from Everyday Photos", Proceedings of 3DBODY.TECH 2026 - 17th International Conference and Expo on 3D/4D Body Technologies, Lugano, Switzerland, 20-21 Oct. 2026, #44

Details:

Proceedings: 3DBODY.TECH 2026, 20-21 Oct. 2026, Lugano, Switzerland
Paper/Presentation: #44
DOI: -

License/Copyright notice

Proceedings: © Hometrica Consulting - Dr. Nicola D'Apuzzo, Switzerland, hometrica.ch.
Authors retain all rights to individual papers, which are licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
The papers appearing in the proceedings reflect the author's opinions. Their inclusion in the proceedings does not necessary constitute endorsement by the editor or by the publisher.


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