RESEARCH INTERESTS

PUBLICATIONS

6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry

Sungho Chun and Ju Yong Chang

European Conference on Computer Vision (ECCV), 2024

[Paper][Video][Project Page]

Representation learning of vertex heatmaps for 3d human mesh reconstruction from multi-view images

Sungho Chun, Sungbum Park, and Ju Yong Chang

IEEE International Conference on Image Processing (ICIP), 2023

Learnable human mesh triangulation for 3D human pose and shape estimation

Sungho Chun, Sungbum Park, and Ju Yong Chang

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023

Research Project Apr.2023 -

ETRI, Daejeon, Korea
Topic : FACS-compatible digital human facial expression style transfer technology
Role: Develop and implement a deep learning algorithm
Reconstructing 3D face mesh and estimating 6DoF head pose from monocular image
Achieving state-of-the-art in 6DoF head pose estimation task
1 paper accepted to ECCV2024
Skills: 6DoF head pose estimation, 3D face mesh reconstruction

Research Project Apr.2022 - Oct.2022

NCSOFT, Seoul, Korea
Topic : 3D human mesh reconstruction from multi-view video for animation [Video]
Role: Develop and implement a deep learning algorithm
Occlusion-robust and temporally consistent human pose estimation from multi-view video
Achieving state-of-the-art in human pose and shape estimation task
1 paper accepted to ICIP2023
Skills: Representation learning, Human pose and shape estimation, Multi-view geometry, Temporal refinement

Research Project Aug.2021 - Jan.2022

NCSOFT, Seoul, Korea
Topic : Physically and temporally consistent human pose estimation from multi-view video
Role: Develop and implement a deep learning algorithm
Human pose and shape estimation from multi-view images
Achieving state-of-the-art in terms of predicting joint rotation and human body shape
1 paper accepted to WACV2023, 1 domestic patent applied
Skills: Human pose and shape estimation, Multi-view geometry

Ph.D., Electronics and Communication Engineering Mar.2023 -

M.S., Electronics and Communication Engineering Mar.2021 - Feb.2023

B.S., Robotics Mar.2015 - Feb.2021

Reviewer

Robot development Internship Jan.2020 - Feb.2020

Academic club Mar.2018 - Feb.2021

Military Service Feb.2016 - Nov.2017

Programming Languages C/C++, Python, Java, LaTex
Machine Learning Library Pytorch
Research Skills Computer vision, Machine Learning, Multi-view geometry, Human pose and shape estimation, Representation Learning, 3D face reconstruction, 6DoF head pose estimation