Hyeonseo Nam
Hyeonseo Nam
Embedded Files
Hello, I am an AI researcher at the AI research division of a telecom company in Korea, focusing on leveraging Large Language Models (LLMs) to enhance workflow efficiency. My primary interest is in productivity enhancements. Professionally, I research the applications of LLMs, including semantic document parsing, Retrieval-Augmented Generation (RAG), and chatbots. Personally, I contribute to open-source projects aimed at improving productivity.
During my graduate studies, I researched the fields of digital human and 3D reconstruction, handling various data representations. Through this, I have participated in research papers at top-tier conferences in the graphics field and contributed to open-source projects.
namhs2030 [at] gmail.com / [github] / [google scholar]
Education
M.S in Computer Science Engineering - POSTECH
Thesis: Animatable 3D Head Reconstruction with Geometric Details from a Single Image
Advior: Prof. Seungyoung Lee
B.S in Computer Science Engineering - UNIST
Minor: Industrial Design
Featured Activities
Featured Activities
Plugin
Obsidian Plugin - Auto Classifier
A plugin for obsidian that automatically classify user's note using ChatGPT API
[repo] (2023)
Obsidian Plugin - Auto Classifier
A plugin for obsidian that automatically classify user's note using ChatGPT API
[repo] (2023)
Face Reconstruction
📌 Animatable 3D Head Reconstruction with Geometric Details from a Single Image
Hyeonseo Nam, Seungyoung Lee
Thesis, 2022
[pdf]
📌 Animatable 3D Head Reconstruction with Geometric Details from a Single Image
Hyeonseo Nam, Seungyoung Lee
Thesis, 2022
[pdf]
We've trained Single-image-based deep implicit function for animatable face reconstruction with 3D face dataset. Our reconstructed model can express diverse facial expressions (using 3DMM property) because of our semantic-aware training scheme.
Human Reconstruction
We’ve introduced a dynamic human reconstruction framework from depth or point cloud sequence. We used Laplacian coordinate to capture more surface details on SMPL quried surface function.
Open Source
📌 Contributions to Trimesh open source
Python 3D data processing library, 2.2k stars
[PR: subdivision algorithm] / [PR: fix error] (2021-2022)
📌 Contributions to Trimesh open source
Python 3D data processing library, 2.2k stars
[PR: subdivision algorithm] / [PR: fix error] (2021-2022)
I implemented an advanced subdivision algorithm (loop subdivision method, def subdiviion_loop) and editted an error for mesh slicing function (def slice_mesh_plane).
All Activities
All Activities
Publications - International
Publications - International
📌 Animatable 3D Head Reconstruction with Geometric Details from a Single Image
Hyeonseo Nam, Seungyoung Lee
Thesis, 2022
[pdf]
📌 Animatable 3D Head Reconstruction with Geometric Details from a Single Image
Hyeonseo Nam, Seungyoung Lee
Thesis, 2022
[pdf]
Spatiotemporal Texture Reconstruction for Dynamic Objects Using a Single RGB-D Camera
Hyomin Kim, Jungeon Kim, Hyeonseo Nam, Jaesik Park, Seungyong Lee
EuroGraphics 2021
[pdf]
Spatiotemporal Texture Reconstruction for Dynamic Objects Using a Single RGB-D Camera
Hyomin Kim, Jungeon Kim, Hyeonseo Nam, Jaesik Park, Seungyong Lee
EuroGraphics 2021
[pdf]
Publications - Korean Domestic
Publications - Korean Domestic
정규화된 딥음함수를 이용한 단일 얼굴 영상 입력에서의 3D 얼굴 복원
Hyeonseo Nam, Seungyong Lee
IPIU 2022 (Best paper award - Silver prize)
정규화된 딥음함수를 이용한 단일 얼굴 영상 입력에서의 3D 얼굴 복원
Hyeonseo Nam, Seungyong Lee
IPIU 2022 (Best paper award - Silver prize)
단일 영상 기반의 3D 인체 복원 연구 동향
Hyeonseo Nam, Seungyong Lee
KCC 2021
단일 영상 기반의 3D 인체 복원 연구 동향
Hyeonseo Nam, Seungyong Lee
KCC 2021
Patent
Patent
Open Source
Open Source
📌 Contributions to Trimesh open source
Python 3D data processing library, 2.2k stars
[PR: subdivision algorithm] / [PR: fix error] (2021-2022)
📌 Contributions to Trimesh open source
Python 3D data processing library, 2.2k stars
[PR: subdivision algorithm] / [PR: fix error] (2021-2022)
Obsidian Plugin - Emoji Titler
A plugin for obsidian that add an emoji to the title using keyboard shortcut
[repo] (2023)
Obsidian Plugin - Emoji Titler
A plugin for obsidian that add an emoji to the title using keyboard shortcut
[repo] (2023)
Obsidian Plugin - Auto Classifier
A plugin for obsidian that automatically classify user's note using ChatGPT API
[repo] (2023)
Obsidian Plugin - Auto Classifier
A plugin for obsidian that automatically classify user's note using ChatGPT API
[repo] (2023)
ETC
ETC
Awards & Honor
Awards & Honor
Silver Prize, Best Paper Award, IPIU 2022
Team leader, 8th SW Maestro, (IITP, Ministry of Science and ICT), 2017
Ulju-gun scholarship student, (Ulsan, Korea), 2016
Bronze Prize, Open API Platform-based Fintech contest (Given by CEO of KOSCOM), 2016
Achievement Award (Given by President of UNIST), 2013
Grand Prize, DB Mashup (Given by CEO of SKT), 2013
ETC
ETC
Intern, Deep Learning-based car license plate recognition, (Qisense), 2018
Discharged as sergeant, ROKA, 2013-2015
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