Peizhi (Matthew) Yan

ArchitectHead

Peizhi Yan, Rabab Ward, Qiang Tang, Shan Du

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026

Continuous level-of-detail (LOD) control for 3DGS head avatars.

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Neural 3D Face Stylization

Peizhi Yan, Rabab Ward, Qiang Tang, Shan Du

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025

A neural network-based mesh deformation transfer method for learning 3D face stylization in a weakly supervised manner.

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Gaussian Deja-vu

Peizhi Yan, Rabab Ward, Qiang Tang, Shan Du

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025 Oral

A 3DGS-based head avatar creation method that accelerates training for personalized avatars and enhances their photorealistic quality.

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StyleMorpheus

Peizhi Yan, Rabab Ward, Dan Wang, Qiang Tang, Shan Du

Neurocomputing, 2025

A style-based neural morphable face model trained on in-the-wild images, enabling photorealistic 3D face synthesis and editing.

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HeadNeRF+

Peizhi Yan, Rabab Ward, Dan Wang, Qiang Tang, Shan Du

IEEE International Conference on Image Processing (ICIP), 2023

A 3D-aware face reconstruction learning framework tailored for HeadNeRF.

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NEO-3DF: Novel Editing-Oriented 3D Face Creation and Reconstruction

Peizhi Yan, James Gregson, Qiang Tang, Rabab Ward, Zhan Xu, Shan Du

Asian Conference on Computer Vision (ACCV), 2022

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GMesh

A lightweight differentiable renderer for scenes that mix triangle meshes and 3D Gaussian splats.

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FLAME Head Tracker

FLAME head tracking from images and videos, used in ArchitectHead and Gaussian Deja-vu.

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