Seung-Hwan Baek [CV]


I'm a 4th year Ph.D. student supervised by Prof. Min H. Kim at KAIST studying computational imaging and computational photography at the intersection of computer graphics, vision and optics.
My major research interest is to analyze and exploit light using computation-based approaches in order to understand the real world in full fidelity. I also study algorithms for image editing and visualization.
Email: shwbaek [at] gmail [dot] comAffiliation: Visual Computing Lab., KAIST, South Korea[LinkedIn] [Google Scholar]

Internship Experience

- NVIDIA Research, 2018- Microsoft Research Asia, 2017

Selected Awards & Honors

- Microsoft Research Asia Ph.D. Fellowship, 2017- Korea C.G. Society, Young Graphics Researcher Award, 2017- KAIST Top 10 Research Accomplishments, 2016- Naver Ph.D. Fellowship, 2016- ACCV Best Application Paper Award, 2014- ACCV Best Demo Award, 2014

Publications

Simultaneous Acquisition of Polarimetric SVBRDF and Normals


Seung-Hwan Baek, Daniel S. Jeon, Xin Tong, Min H. Kim. ACM Transactions on Graphics (SIGGRAPH Asia 2018)
[PDF] [Project] [Supp]

Enhancing the Spatial Resolution of Stereo Images using a Parallax Prior


Daniel S. Jeon, Seung-Hwan Baek, Inchang Choi, Min H. Kim. Computer Vision and Pattern Recognition (CVPR) 2018
[PDF] [Project] [Supp] [Code]

Compact Single-Shot Hyperspectral Imaging using a Prism


Seung-Hwan Baek, Incheol Kim, Diego Gutierrez, Min H. Kim. ACM Transactions on Graphics (SIGGRAPH Asia 2017)
[PDF] [Project] [Supp.1] [Supp.2] [Slide] [ACM DL]
Press: Photonix Media, EurekAlert, Technology Breaking News, KAIST Breakthrough

Reconstructing Interlaced High-Dynamic-Range Video using Joint Learning


Inchang Choi, Seung-Hwan Baek, Min H. Kim. Transactions on Image Processing (TIP), 2017
[PDF] [Project] [Supp.] [IEEE DL]

Urban Image Stitching using Planar Perspective Guidance


Joo Ho Lee, Seung-Hwan Baek, Min H. Kim. British Machine Vision Conference (BMVC 2017)
[PDF] [Project] [Supp.]

Birefractive Stereo Imaging for Single-Shot Depth Acquisition


Seung-Hwan Baek, Diego Gutierrez, Min H. Kim. ACM Transactions on Graphics (SIGGRAPH Asia 2016)
[PDF] [Project] [Supp.1] [Supp.2] [Slide] [ACM DL]
Press: KAIST BreakthroughAward: 2016 KAIST's Top 10 Research Accomplishments

Electrothermal MEMS Parallel Plate Rotation for Single-imager Stereoscopic Endoscopes


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
[PDF] [OSA DL]

Multiview Image Completion with Space Structure Propagation


Seung-Hwan Baek, Inchang Choi, Min H. Kim. Computer Vision and Pattern Recognition (CVPR) 2016
[PDF] [Project] [Supp.] [Poster] [IEEE DL]

Stereo Fusion: Combining Refractive and Binocular Disparity


Seung-Hwan Baek, Min H. Kim. Computer Vision and Image Understanding (CVIU) 2016
[PDF] [Project] [Audioslide] [Elsevier DL]

Electrothermal MEMS Parallel Plate Rotation for Real Time Stereoscopic Endoscopic Imaging


Kyung-Won Jang, Sung-Pyo Yang, Seung-Hwan Baek, Min H. Kim, Ki-Hun Jeong. International Conference on Micro Electro Mechanical Systems (MEMS) 2016
[PDF]

Stereo Fusion using a Refractive Medium on a Binocular Base


Seung-Hwan Baek. Master thesis, KAIST 2015
[PDF]
Award: outstanding M.S. thesis. This thesis is based on our ACCV 2014 paper.

Stereo Fusion using a Refractive Medium on a Binocular Base

Seung-Hwan Baek, Min H. Kim. Asian Conference on Computer Vision (ACCV) 2014, oral paper
[PDF] [Project] [Slide] [Elsevier DL]
Awards: best application paper award, best demo award