Seung-Hwan Baek
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
Julian Knodt, Seung-Hwan Baek, Felix Heide
Arxiv, 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