Seung-Hwan Baek

(pronunciation)

[CV] [LinkedIn] [Google Scholar] shwbaek [at] gmail [dot] com

I'm an incoming professor at POSTECH, co-leading Computer Graphics Lab. I'm currently a post-doctoral research associate working with Prof. Felix Heide at Princeton Computational Imaging Lab. I hold a Ph.D. degree in Computer Science from KAIST under the supervision of Prof. Min H. Kim.

Dear prospective students interested in joining my group, please send me an email with your CV, research interest, and transcripts.

Beyond human vision

My research interests lie in computer graphics and computer vision with a particular focus on computational imaging and display. I aim to capture, model, and analyze the high-dimensional visual information of the real world originating from complex interplays between light, material appearance, and geometry. To this end, I design end-to-end computational imaging and display systems for fundamental scientific analysis as well as diverse application domains, including mobile cameras, autonomous vehicles, VR/AR displays, and scientific instruments.

Publications

2021

Seung-Hwan Baek*, Ethan Tseng*, Andrew Maimone, Nathan Matsuda, Grace Kuo, Qiang Fu, Wolfgang Heidrich, Douglas Lanman, Felix Heide

*indicates equal contribution

Arxiv, 2021

Seung-Hwan Baek, Felix Heide

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2021)

Seung-Hwan Baek*, Noah Walsh*, Ilya Chugunov, Zheng Shi, Felix Heide
*indicates equal contribution

Arxiv, 2021

Ethan Tseng*, Shane Colburn*, James Whitehead, Luocheng Huang, Seung-Hwan Baek, Arka Majumdar, Felix Heide
*indicates equal contribution

Nature Communications, 2021

Seung-Hwan Baek, Hayato Ikoma, Daniel S. Jeon, Yuqi Li, Wolfgang Heidrich, Gordon Wetzstein, Min H. Kim

International Conference on Computer Vision (ICCV), 2021

Seung-Hwan Baek, Felix Heide

Computer Vision and Pattern Recognition (CVPR) 2021, oral

Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide

Computer Vision and Pattern Recognition (CVPR) 2021

2020

Hyunho Ha, Seung-Hwan Baek, Giljoo Nam, Min H. Kim

Computer Graphics Forum, 2020

Seung-Hwan Baek, Tizian Zeltner, Hyun Jin Ku, Inseung Hwang, Xin Tong, Wenzel Jakob, Min H. Kim

ACM Transactions on Graphics (Proc. SIGGRAPH 2020)

Andreas Meuleman*, Seung-Hwan Baek*, Felix Heide, Min H. Kim
*indicates equal contribution

Computer Vision and Pattern Recognition (CVPR) 2020, oral

2019

Daniel S. Jeon, Seung-Hwan Baek, Shinyoung Yi, Qiang Fu, Xiong Dun, Wolfgang Heidrich, Min H. Kim

ACM Transactions on Graphics (Proc. SIGGRAPH 2019)

Seung-Hwan Baek

Ph.D. thesis, KAIST, Computer Science, 2019
Outstanding thesis award at KAIST, Doctoral consortium at SIGGRAPH asia 2018

2018

Seung-Hwan Baek, Daniel S. Jeon, Xin Tong, Min H. Kim.

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2018)

Daniel S. Jeon, Seung-Hwan Baek, Inchang Choi, Min H. Kim.

Computer Vision and Pattern Recognition (CVPR) 2018

2017

Seung-Hwan Baek, Incheol Kim, Diego Gutierrez, Min H. Kim.

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2017)

Inchang Choi, Seung-Hwan Baek, Min H. Kim.

Transactions on Image Processing (TIP), 2017

Joo Ho Lee, Seung-Hwan Baek, Min H. Kim.

British Machine Vision Conference (BMVC 2017)

2016

Seung-Hwan Baek, Diego Gutierrez, Min H. Kim.

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2016)
2016 KAIST's Top 10 Research Accomplishments

Kyung-Won Jang, Sung-Pyo Yang, Seung-Hwan Baek, Min-Suk Lee, Hyeon-Cheol Park, Yeong-Hyeon Seo, Min H. Kim, Ki-Hun Jeong.

OSA Optics Express (OE), 2016

Seung-Hwan Baek, Inchang Choi, Min H. Kim.

Computer Vision and Pattern Recognition (CVPR) 2016

Seung-Hwan Baek, Min H. Kim.

Computer Vision and Image Understanding (CVIU) 2016

Kyung-Won Jang, Sung-Pyo Yang, Seung-Hwan Baek, Min H. Kim, Ki-Hun Jeong.

International Conference on Micro Electro Mechanical Systems (MEMS) 2016

2015

Seung-Hwan Baek

Master thesis, KAIST 2015
Outstanding M.S. thesis

2014

Seung-Hwan Baek, Min H. Kim.

Asian Conference on Computer Vision (ACCV) 2014, oral
Best application paper award and best demo award