Lingchen Yang

About

I am a doctoral student at CGL Lab, ETH Zurich (supervised by Prof. Markus Gross).

Before that, I received my master's degree in computer science and technology from Zhejiang University.

Email: lingchen.yang@inf.ethz.ch

Research Involves

Computer Graphics

Computer Vision

Deep Learning

Publications

Learning a Generalized Physical Face Model From Data

On ArXiv

Lingchen Yang, Gaspard Zoss, Prashanth Chandran, Markus Gross, Barbara Solenthaler, Eftychios Sifakis, Derek Bradley

[paper]

MonoHair: High-Fidelity Hair Modeling from a Monocular Video

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024

Keyu Wu, Lingchen Yang, Zhiyi Kuang, Yao Feng, Xutao Han, Yuefan Shen, Hongbo Fu, Kun Zhou, Youyi Zheng

[website]

Efficient Incremental Potential Contact for Actuated Face Simulation

SIGGRAPH Asia 2023 Technical Communications

Lingchen Yang, Bo Li, Barbara Solenthaler

[Paper]   [Video]

An Implicit Physical Face Model Driven by Expression and Style

SIGGRAPH ASIA 2023

Lingchen Yang, Gaspard Zoss, Prashanth Chandran, Paulo Gotardo, Markus Gross, Barbara Solenthaler, Eftychios Sifakis, Derek Bradley

[Paper]   [Supp]   [Video]   [Website]

Implicit Neural Representation for Physics-driven Actuated Soft Bodies

ACM Transactions on Graphics (SIGGRAPH 2022, Honorable Mention)

Lingchen Yang, Byungsoo Kim, Gaspard Zoss, Baran Gözcü, Markus Gross, Barbara Solenthaler

[Paper]   [Supp]   [Video]   [Website]

NeuralHDHair: Automatic High-fidelity Hair Modeling from a Single Image Using Implicit Neural Representations

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022

Keyu Wu, Yifan Ye, Lingchen Yang, Hongbo Fu, Kun Zhou, Youyi Zheng

[Paper]   [Code]

iHairRecolorer: Deep Image-to-Video Hair Color Transfer

Science China 2021

Keyu Wu, Lingchen Yang, Hongbo Fu, Youyi Zheng

[Paper]

iOrthoPredictor: Model-guided Deep Prediction of Teeth Alignment

ACM Transactions on Graphics (SIGGRAPH ASIA 2020)

Lingchen Yang, Zefeng Shi, Yiqian Wu, Kun Zhou, Hongbo Fu, Youyi Zheng

[Paper]   [Code]

Dynamic Hair Modeling from Monocular Videos using Deep Neural Networks

ACM Transactions on Graphics (SIGGRAPH ASIA 2019)

Lingchen Yang, Zefeng Shi, Youyi Zheng, Kun Zhou

[Paper]   [Video]   [Code]

Controlling Stroke Size in Fast Style Transfer with Recurrent Convolutional Neural Network

Computer Graphics Forum (Pacific Graphics 2018)

Lingchen Yang, Lumin Yang, Mingbo Zhao, Youyi Zheng

[Paper]