Yan, Peizhi (Matthew)
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Publications

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Project Image Description
Neural 3D Face Stylization
2025 TVCG

A neural network-based mesh deformation transfer method for learning 3D face stylization in a weakly supervised manner. It requires only a single artist-designed style template to generate a variety of facial identities in the same style.

Peizhi Yan, Rabab Ward, Qiang Tang, Shan Du
Project Image Description
Gaussian Deja-vu
WACV 2025 Oral

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

Peizhi Yan, Rabab Ward, Qiang Tang, Shan Du
Project Image Description
StyleMorpheus
2025 Neurocomputing

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

Peizhi Yan, Rabab Ward, Dan Wang, Qiang Tang, Shan Du
Project Image Description
HeadNeRF+
ICIP 2023

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

Peizhi Yan, Rabab Ward, Dan Wang, Qiang Tang, Shan Du
Project Image Description
NEO-3DF
ACCV 2022

Novel-Editing-Oriented 3D Face Reconstruction from Single-Image

Peizhi Yan, James Gregson, Qiang Tang, Rabab Ward, Zhan Xu, Shan Du
Light-Field Refocusing GUI Demo 2021


ZenFlow 2021

Numpy-based demo of feed-forward networks and backpropagation. Implemented for education purpose.


Algorithm Zoo Ongoing since 2020

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Whiteboard 2020

Based on HTML, CSS, Javascript, and Paper.js, a static website of a whiteboard.


Video 4X Super-Resolution 2019

Deep learning-based method to upscale a low-res video to 4X.


GOMOKU 2018

A GOMOKU game demonstration with a simple AI value evaluation method based on 2D convolution.