Jeonghwan Kim

I'm a PhD student at MMLab at Nanyang Technological University (NTU) advised by Prof. Xingang Pan. I completed my Master's Degree in Artificial Intelligence at Konkuk University, advised by Prof. Wonjun Kim. Throughout my master's program, I primarily explored 3D Vision tasks, particularly those involving humans and diverse computer vision tasks. While serving as a research engineer at Spocklabs, I specialized in low-level vision tasks such as Video Frame Interpolation and Super Resolution.

Publication

2025

FastMesh: Efficient Artistic Mesh Generation via Component Decoupling

J. Kim, Y. Lan, A. Fortes, Y. Chen, X. Pan.

arXiv preprint, 2025.

Project Page arXiv Code

2023

Sampling is Matter: Point-guided 3D Human Mesh Reconstruction

J. Kim*, M. Gwon*, H. Park, H. Kwon, G. Um, W. Kim.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

Paper arXiv Code

2024

Learning Scale-aware Relationships via Laplacian Decomposition-based Transformer for 3D Human Pose Estimation

J. Kim, H. Kwon, S. Y. Lim, W. Kim.

Multimedia Systems, vol. 30, Jan., 2024

Paper Code

2023

Part-attentive Kinematic Chain-based Regressor for 3D Human Modeling

J. Kim, G. Um, J. Seo, W. Kim.

Journal of Visual Communication and Image Representation, vol. 95, Sep., 2023

Paper Code

Reviewer Services

ACM SIGGRAPH Asia 2025

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

The Journal of Supercomputing

IEEE Transactions on Information Forensics and Security (T-IFS)

Research Experience

Spocklabs, Research engineer

Research on Video Frame Interpolation and Video Super Resolution

Electronics and Telecommunications Research Institute (ETRI)

A Study on 3D Information Acquisition Technology for Producing Volumetric Images

National Research Foundation of Korea (NRF)

High-Performance Method for Image Enhancement via Deep Neural Network on Mobile Devices

Korea Institute of Science and Technology Information (KISTI)

Development of Deep Learning-Based Image Restoration Technology

N Tech Service, Intern

Trained in JAVA Spring-based web development techniques and learned how to write collaborative and comprehensible codes