ML Research Engineer
I am currently an ML Research Engineer in Samsung Robotics AI center, New York. Please refer to my CV for more information! CV
Email: redstonepo@gmail.com
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Research Interests
3D comptuer vision related to motion capture, human hand & body reconstruction, and robotics.
Publications (Selected)
MonoNHR: Monocular Neural Human Renderer
Hongsuk Choi (*), Gyeongsik Moon (*), Matthieu Armando, Vincent Leroy, Kyoung Mu Lee, Gregory Rogez (* equal contribution)
In 3DV 2022
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network
JoonKyu Park (*), Yeonguk Oh (*), Gyeongsik Moon (*), Hongsuk Choi, Kyoung Mu Lee (* equal contribution)
In CVPR 2022
[ARXIV] [CODE]
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes
Hongsuk Choi, Gyeongsik Moon, JoonKyu Park, Kyoung Mu Lee
In CVPR 2022
[ARXIV] [CODE]
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation
Gyeongsik Moon, Hongsuk Choi, Kyoung Mu Lee
In CVPRW 2022
[ARXIV] [VIDEO] [CODE]
NeuralAnnot: Neural Annotator for 3D Human Mesh Training Sets
Gyeongsik Moon, Hongsuk Choi, Kyoung Mu Lee
In CVPRW 2022
[ARXIV] [HOMEPAGE]
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video
Hongsuk Choi, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee
In CVPR 2021
[ARXIV] [PDF] [CODE] [VIDEO]
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose
Hongsuk Choi (*), Gyeongsik Moon (*) , Kyoung Mu Lee (* equal contribution)
In ECCV 2020
[ARXIV] [PDF] [CODE] [VIDEO]
Honors
SNU Distinguished Master Dissertation Award (2022)
1st place and 2nd place at the 3D human pose estimation in the wild (3DPW) challenge of a without association track in joint orientation and position metrics, respectively
(workshop in conjunction with ECCV 2020)
Qualcomm IT Tour 2019 presentation competition 1st place (2019)
Service
- A Reviewer for computer vision and machine learning conferences - CVPR, ICCV, ECCV and others
- A Reviewer for computer vision journals - TPAMI, IEEE TIP and others
Experience
ML research engineer, Samsung Research America, New York, NY, USA
(Jun. 2022 - present)
Visiting Researcher, Naver CLOVA AI Lab, Seoul, Korea
(Mar. 2022 - May. 2022)
Research Intern, Naver Labs Europe (NLE), Grenoble, France
(April. 2021 - Oct. 2021)
M.S., ECE, Seoul National University (SNU), Seoul, Korea
(Mar. 2020 - Feb. 2022)
Repulic of Korea Airforce (ROKA), Gyeryong, Korea
(Mar. 2015 - Mar. 2017)
B.S., Business, CSE, Seoul National University (SNU), Seoul, Korea
(Mar. 2013 - Feb. 2020)