Yudong Guo

I got my Ph.D. degree from University of Science and Technology of China (USTC) in 2021, supervised by Prof. Juyong Zhang. Before that, I received bachelor degree in Statistics in 2015 from USTC. From fall 2016 to spring 2017, I was a research assistant in the MultiMedia Lab at Nanyang Technological University under supervision of Prof. Jianfei Cai and Prof. Jianmin Zheng. My research interests include 3D vision and digital human.

Email  /  Google Scholar  /  Github

TotalSelfScan: Learning Full-body Avatars from Self-Portrait Videos of Faces, Hands, and Bodies
Junting Dong*, Qi Fang*, Yudong Guo, Sida Peng, Qing Shuai, Hujun Bao, Xiaowei Zhou
NeurIPS, 2022
project page / paper

Reconstructing Personalized Semantic Facial NeRF Models From Monocular Video
Xuan Gao, Chenglai Zhong, Jun Xiang, Yang Hong, Yudong Guo, Juyong Zhang
SIGGRAPH Asia (Journal Track) , 2022
project page / paper
Prior-Guided Multi-View 3D Head Reconstruction
Xueying Wang, Yudong Guo, Zhongqi Yang, Juyong Zhang
IEEE Transactions on Multimedia (TMM) , 2021
paper

We utilize prior-guided implicit neural rendering to reconstruct the 3D head model.

AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis
Yudong Guo, Keyu Chen, Sen Liang, Yongjin Liu, Hujun Bao, Juyong Zhang
IEEE International Conference on Computer Vision (ICCV) , 2021
project page / paper / code / video

We address the talking head problem with the aid of dynamic neural radiance fields.

3D Face From X: Learning Face Shape from Diverse Sources
Yudong Guo, Lin Cai, Juyong Zhang
IEEE Transactions on Image Processing (TIP) , 2021
paper / video

We present a method to jointly learn a 3D face parametric model and 3D face reconstruction from diverse sources.

Real-Time Face View Correction for Front-Facing Cameras
Yudong Guo, Juyong Zhang, Yihua Chen, Hongrui Cai, Zhangjin Huang, Bailin Deng
Computational Visual Media , 2021
paper / video

We take the video stream from a single RGB camera as input, and generate a video stream that emulates the view from a virtual camera at a designated location.

StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision
Yang Hong, Juyong Zhang, Boyi Jiang, Yudong Guo, Ligang Liu, Hujun Bao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2021
project page / paper / code

StereoPIFu integrates the geometric constraints of stereo vision with implicit representation to recover the 3D shape of the clothed human.

Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model
Hongrui Cai, Yudong Guo, Zhuang Peng, Juyong Zhang
Graphical Models , 2021
paper / code

We propose the first automatic method for landmark detection and 3D face reconstruction for caricature by a 3D approach.

Lightweight Photometric Stereo for Facial Details Recovery
Xueying Wang, Yudong Guo, Bailin Deng, Juyong Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2020
paper / code

We present a framework to recover high-fidelity face shapes from one-to-three images captured under near lights.

CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images
Yudong Guo, Juyong Zhang, Jianfei Cai, Boyi Jiang, Jianmin Zheng
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2018
paper / video / dataset

We present a novel face data generation method to train the 3DFaceNet for real-time dense face reconstruction from a monocular RGB video.



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