GE Liuhao  (葛浏昊)

Ph.D. Candidate

Email: ge0001ao [AT] e.ntu.edu.sg



About Me

I am currently a Ph.D. student at the Institute for Media Innovation (IMI) and the Interdisciplinary Graduate School (IGS) at Nanyang Technological University, under supervision of Prof. Junsong Yuan and Prof. Daniel ThalmannMy research interests mainly include computer vision, machine learning.
My current research focuses on 3D Hand Pose Estimation and Deep Learning.

News

  • Two papers are accepted by ECCV 2018.
  • Our team obtained the 3rd place at the Hands 2017 Challenge (Frame-based hand pose estimation task).

Publications

Point-to-Point Regression PointNet for 3D Hand Pose Estimation

Liuhao Ge, Zhou Ren, Junsong Yuan

European Conference on Computer Vision (ECCV), 2018
[PDF]
 [Project] [bibtex]


Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images

Yujun Cai, Liuhao Ge, Jianfei Cai, Junsong Yuan

European Conference on Computer Vision (ECCV), 2018 (Oral)

[PDF] [bibtex]


Real-time 3D Hand Pose Estimation with 3DConvolutional Neural Networks

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018


Robust 3D Hand Pose Estimation from Single Depth Images using Multi-View CNNs

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

IEEE Transactions on Image Processing (T-IP), 2018


Hand PointNet: 3D Hand Pose Estimation using Point Sets

Liuhao Ge, Yujun Cai, Junwu Weng, Junsong Yuan

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (Spotlight)

[PDF] [Project] [bibtex] [Video] [Code]


3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images 
 
Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016

[PDF] [Project] [bibtex] [Video] [Code]



Professional Services


I am a reviewer for various conferences and journals including CVPR, ICCV, ECCV, ACMMM, FG, ICIP, TIP, TMM, JVCI, etc.


Education


Southeast University, Nanjing, China
    - Sep. 2011 - Jun. 2014
    - Master degree in Control Theory & Engineering

Nanjing University of Aeronautics and Astronautics, Nanjing, China
    - Sep. 2007 - Jun. 2011
    - Bachelor degree in Detection Guidance and Control Technology