Seonghak Lee

I am a second-year M.S. candidate at Chung-Ang University, supervised by Prof. Junseok Kwon. Starting in December 2024, I am also working as a research intern at POLYGOM.

My research focuses on 3D Talking Head Synthesis, with a particular emphasis on solving challenges in uncontrolled, 'wild' scenarios. These include issues like extreme head poses, lighting variations, and occlusions, where traditional models struggle to maintain realism and natural expression. By applying advanced techniques in computer vision and deep learning, I aim to create robust 3D talking head models that perform reliably in real-world conditions. My broader interests also include 3D reconstruction and scene representation, with the goal of enhancing the realism and interactivity of digital human models for applications like virtual avatars and entertainment.

Email / Github / Google Scholar / LinkedIn / CV

Research

	Audio-Visual Wasserstein Autoencoders for Speech Enhancement Jisoo Park, Seonghak Lee*, Junseok Kwon^† Under Review, 2024*
	Enhancing Sidewalk Maintenance through Accurate Joint Deflection Measurement Jisoo Park, Seonghak Lee*, Paul Hyunbin Cho, Zongkai Xia^†, Loucif Hebbache^† Collaboration : IRIS R&D Group Inc. ICCE, 2025 Project / arXiv / Code IEEE 43rd International Conference on Consumer Electronics (ICCE), Las Vegas, USA, 2025
	WildTalker: Talking Portrait Synthesis in the Wild Seonghak Lee, Jisoo Park, Junseok Kwon^† ECCV, 2024 workshop Project / arXiv / Code The 18th European Conference on Computer Vision Workshop (ECCV workshop), 3D Modeling, Reconstruction, and Generation in the Wild, Milano, Italy, 2024
	POTF: Prompt-based Object-centric Tensorial Field Seonghak Lee, Jisoo Park, Junseok Kwon^† ICTC, 2024 (Oral) Project / arXiv / Code International Conference on ICT Convergence (ICTC), Jeju, Korea, 2024
	A Comprehensive Survey of Neural Radiance Field Seonghak Lee, Junseok Kwon^† IEIE, 2023 The Institute of Electronics and Information Engineers (IEIE), Jeju, Korea, 2023
	Real-time CPR training application Through Arduino Gyro sensor and FSR sensor Seonghak Lee, Kwang Nam Choi^† KMMS, 2022 The Korea Multimedia Society (KMMS), Pusan, Korea, 2022

Awards

2nd Place in 2023 Big Data Analytics Idea Contest by Sundo Soft

3rd Place in 2023 Big Data Analytics Idea Contest by HD Hyundai Site Solution

Last updated: Sep. 2024
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