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Research Assistant

Spatial Sciences Institute, USC

• Urban Tree Project

Research Assistant

Keck School of Medicine, USC

• Truck Detection for Public Health

Research Assistant

Integrated Media Systems Center, USC

• Truck, Homeless Encampment, Electric Vehicle projects

Masters of Science

University of Southern California

Spatial Data Science

Masters of Science

Myongji University

Data Science

Truck Detection and Counting in Low-Light Condition: Do We Need Infrared Camera?

In 2024 IEEE International Conference on Big Data and Smart Computing (BigComp) , 2024

A study comparing models trained on infrared imagery with those trained on regular imagery, demonstrating superior performance of the infrared-trained models in nighttime environments.

Development of a New Pedestrian Avoidance Algorithm considering a Social Distance for Social Robots

Journal of Broadcast Engineering

This article presents a new pedestrian avoidance algorithm for social robots that clusters pedestrians based on gait characteristics to define social distances, integrates this model with existing navigation algorithms, and shows through simulations that it reduces pedestrian stress without increasing travel time.

Examining the socialization of grit and the effects of peer community and teacher closeness using longitudinal social network analysis

Korean Association For Learner-Centered Curriculum And Instruction

This study reveals that elementary students' grit is influenced by peer communities, forming friendships based on similar grit levels, while teacher closeness shows no significant effect on their grit development.