About

Hi, my name is Steve Baek. I’m interested in theories and applications of computational geometry and machine learning, or more specifically, I’m interested in mathematical representations and algorithms for learning trends and patterns in geometric objects. For my research, I have a lot of fun with photographs, videos, depth images, 3D models/scans, and medical images. My current and past research spans a variety of interdisciplinary subjects including statistical human body shape analysis and modeling, vision-based human motion tracking and analysis, driver state monitoring in autonomated/autonomous vehicles, data-driven physics simulation, and medical image analysis.

I received my B.S. and Ph.D. degrees in Mechanical and Aerospace Engineering from Seoul National University in 2009 and 2013, respectively, both with the best thesis honors. During my studies, I received the National Science and Engineering Scholarship and the Global Ph.D. Fellowship from the Korean Ministry of Education. During my postdoctoral training at Seoul National University, I was also awarded Presidential Postdoc Fellowship by the President of the Republic of Korea. I had spent roughly two years as a Senior Researcher there, until I moved to the United States for a faculty position in 2015. Since then, I’m an Assistant Professor of Industrial and Systems Engineering at the University of Iowa. I also hold secondary appointments in Electrical and Computer Engineering and Radiation Oncology. I’m directing the Visual Intelligence Laboratory at the Center for Computer-Aided Design.

Outside of work, I love playing (not watching) baseball and tennis. I played in 2012 SNU League All-Star Games as a first baseman. I also enjoy photography and graphic design. I’m happily married to my best friend with a sweet little Iowa-native girl.

Education

Ph.D. Mechanical and Aerospace Engineering, Seoul National University, Korea, 2013.

Thesis: Nonlinear Analysis of the Space of Human Body Shapes and Its Application to Parametric Human Modeling System (Best Thesis Award, Grand Prize from ‘the Society of CAD/CAM Engineers Graduate Thesis Awards’)

B.S. Mechanical and Aerospace Engineering, Seoul National University, Korea, 2009.

Thesis: A Modeling Method for 3D Face Model Using Single 2D Front-View Image (Best Thesis Award)

Honors & Awards

Curriculum Vitae

Click here to view full CV.

Publications

A comprehensive list of my publications is available here

or

See my Google Scholar Citation Record