Yan, Peizhi (Matthew)
Governor-General's Gold Medal Recipient,
Aurora Technology and Solutions Ltd. Founder and Director,
The 80th-generation direct descendent of Yan, Hui (circa 521–481 BC, one of the Four Sages in China, and the favorite disciple of Confucius).
Click here to see my complete family tree since around 521 BC! (in Chinese)
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Publications

🎓 Google Scholar Homepage

Project Image Description
Neural 3D Face Stylization
2025 TVCG

We propsose a neural network-based mesh deformation transfer method for learning 3D face stylization in a weakly-supervised way. The learning only needs a single style template designed by the 3D artist to apply the same style to different 3D reconstructed faces.

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

The new "Gaussian Déjà-vu" framework speeds up 3DGS-based head avatar personalization by refining a single-image reconstructed avatar with a monocular video and specialized blendmaps. This approach significantly reduces the time to create personalized avatars and enhances their photorealistic quality.

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

StyleMorpheus is a style-based neural 3D Morphable Face Model (3DMM) trained on in-the-wild images, enabling photorealistic 3D face rendering without requiring explicit 3D shape reconstruction.

Peizhi Yan, Rabab Ward, Dan Wang, Qiang Tang, Shan Du
Project Image Description
HeadNeRF Encoder
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

🐻 🐭 🐮 🐨 🐱 🐯 🐰 🐶 🐼 🐘


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.