Lin Huang

I am an AI Engineer at NetEase Games. Previously, I obtained my Ph.D. at the University at Buffalo, advised by Prof. Junsong Yuan. Prior to that, I completed my Master degree from the University of Southern California, and my Bachelor degree from Lanzhou University.

Rooted in computer vision and machine learning, my current research interests lie in human behavior generation and analysis (particularly for 3D body/hand pose), 6DoF rigid object pose estimation, and 3D reconstruction.


Email  |  CV  |  Google Scholar  |  GitHub  |  LinkedIn

headshot


Selected Projects

Neural Voting Field for Camera-Space 3D Hand Pose Estimation
Lin Huang, Chung-Ching Lin, Kevin Lin, Lin Liang, Lijuan Wang, Junsong Yuan, Zicheng Liu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023, Vancouver

[PAPER]  [CODE]  [WEBPAGE]  [VIDEO]  [BIB] 
Neural Correspondence Field for Object Pose Estimation
Lin Huang, Tomas Hodan, Lingni Ma, Linguang Zhang, Luan Tran, Christopher Twigg, Po-Chen Wu, Junsong Yuan, Cem Keskin, Robert Wang
European Conference on Computer Vision (ECCV) 2022, Tel-Aviv

[PAPER]  [CODE]  [WEBPAGE]  [BIB] 
Survey on Depth and RGB Image-based 3D Hand Shape and Pose Estimation
Lin Huang*, Boshen Zhang*, Zhilin Guo*, Yang Xiao, Zhiguo Cao, Junsong Yuan
Virtual Reality and Intelligent Hardware (VRIH) 2021

[PAPER]  [BIB] 
HOT-Net: Non-Autoregressive Transformer for 3D Hand-Object Pose Estimation
Lin Huang, Jianchao Tan, Jingjing Meng, Ji Liu, Junsong Yuan
ACM International Conference on Multimedia (ACM MM) 2020, Seattle

[PAPER]  [SLIDES]  [BIB] 
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation
Lin Huang, Jianchao Tan, Ji Liu, Junsong Yuan
European Conference on Computer Vision (ECCV) 2020, Glasgow

[PAPER]  [VIDEO]  [BIB] 
Learning Progressive Joint Propagation for Human Motion Prediction
Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, Ding Liu, Jing Liu, Nadia Magnenat Thalmann
European Conference on Computer Vision (ECCV) 2020, Glasgow

[PAPER]  [BIB] 
Simple Demo for Hand PointNet-based Real-Time 3D Hand Pose Estimation
Lin Huang, Pranav Sankhe, Yiheng Li

[CODE] 
Work Experience

Research Intern: Microsoft Azure AI, Redmond, WA, USA
Supervisor: Dr. Chung-Ching Lin, Dr. Kevin Lin, Dr. Lin Liang, Dr. Lijuan Wang, Dr. Zicheng Liu
May. 2022 - Aug. 2022

Part-Time Student Researcher: Reality Labs at Meta, Redmond, WA, USA
Supervisor: Dr. Tomas Hodan
Dec. 2021 - Apr. 2022

Research Intern: Reality Labs at Meta, Redmond, WA, USA
Supervisor: Dr. Tomas Hodan
Aug. 2021 - Dec. 2021

Research Intern: Y-tech Lab at Kwai, Seattle, WA, USA
Supervisor: Dr. Jianchao Tan, Dr. Ji Liu
May. 2020 - Aug. 2020

Services

Conference Reviewer: CVPR, ECCV, ICCV, ACM MM, WACV, ICIP, ICPR, WF-IOT

Journal Reviewer: TPAMI, TIP, IJCV, TCSVT, TIM, TVCJ, JVCI, MVAP, MTAP, SPIC

Teaching

Teaching Assistant: CSE531 Analysis of Algorithms I, UB, Spring 2023

Teaching Assistant: CSE191 Introduction to Discrete Structures, UB, Spring 2021

Teaching Assistant: CSE555 Introduction to Pattern Recognition, UB, Fall 2020

Teaching Assistant: CSE587 Data Intensive Computing, UB, Spring 2020


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Last updated: May 2024