|
I am currently fulfilling my alternative military service as an Algorithm Engineer at GenGenAI, where I focus on generating realistic synthetic data, working closely with Suhwan Cho. My research focuses on the intersection of 3D computer vision and generative models, developing methods to create realistic synthetic data for downstream tasks. I completed my M.S at Seoul National University and my B.A. at the University of Virginia both in computer science. During my M.S, I was fortunate to be part of the Visual Computing Lab under the supervision of Hanbyul Joo. Previously, I have worked at SECERN AI, working on Animatable 3D Human Avatars. CV / Google Scholar / OpenReview / GitHub / Linkedin |
|
|
|
|
|
|
SVAD: From Single Image to 3D Avatar via Synthetic Data Generation with Video Diffusion and Data Augmentation
Yonwoo Choi CVPR 2025 Workshop SyntaGen-Harnessing Generative Models for Synthetic Visual Datasets, 2025 project page / paper / code / arXiv / review 3D Animatable Avatar Generation from a Single Image |
|
A Wrist Mounted Camera System for Hand Pose Estimation from Single RGB Images
Yonwoo Choi, Hanbyul Joo Masters Thesis Computer Science and Engineering, Seoul National University, 2024 paper A System for Collecting Pseudo Ground Truth 3D Hand Poses to Improve Pose Estimation Models |
|
|
|
Single Image to 3D Human Avatar
SECERN AI May 2025 Code 
- Official Implementation of the paper SVAD - Synthetic Data Generation Pipeline for 3DGS Avatar Training |
|
Facebuilder
SECERN AI March 2025 Code 
- 3D Face Mesh Deformation with Pin-Based Interaction - Multiview Face Modeling with Real-time 3D Consistency |
|
Multiview X-Ray 3D Object Detector
SECERN AI Dec 2024 Code 
- 9-view Fanbeam Calibration - X-Ray Hazardous Objection Detection - 3D Bounding Box Detection |
|
SMPL Fitting
SECERN AI June 2024 Code 
- Fitting SMPL Parameters to 3D Human Joints - Parametric Human Shape and Pose Optimization |
|
Egocentric Human Pose Estimator
Visual Computing Lab December 2023 Code 
- Unofficial Implementation of the Paper xR-EgoPose - Egocentric 3D Human Pose Estimation from a Single Fisheye Camera |
|
Multiview Human Pose Capture System
Visual Computing Lab April 2022 Code 
- 5 GoPro Camera Setup for 3D Human Reconstruction - Camera Calibration with Zhang's Method |
|
|
|
GenGenAI
Algorithm Engineer September 2025 - Present - 3D World Model for Synthetic Data Generation - Controllable Image and Video Generation Across Domains |
|
SECERN AI
Research Engineer March 2024 - September 2025 - Animatable 3D Human Avatars |
|
Visual Computing Lab
Graduate Researcher November 2021 - Feburary 2024 - 3D Egocentric Hand, Body Pose Estimation - Multiview Capture System for Human Pose Estimation |
|
|
|