Seung-Hwan Baek (백승환) [CV] [LinkedIn] [Google Scholar]
I'm a 4th year Ph.D. candidate supervised by Prof. Min H. Kim at KAIST.
My research interests lie in computer graphics and computer vision with a particular focus on computational imaging and computational photography. I have jointly developed optics and algorithms to solve graphics and vision problems such as depth acquisition, appearance capture, polarization imaging, and hyperspectral imaging. Also, I have designed algorithms for the applications of conventional imaging systems: SLAM, multi-view stereo, and image synthesis.
I'm a recipient of ACM SIGGRAPH Asia Doctoral Consortium, Microsoft Research Asia Ph.D. Fellowship and best paper/demo awards at ACCV 2014.
Email: shwbaek [at] gmail [dot] com
NEWS
- I got accepted to the doctoral consortium of SIGGRAPH Asia 2018 and will give a talk about my works there.
- Our polarimetric imaging paper is accepted to SIGGRAPH Asia 2018
- Our CNN-based super-resolution paper is accepted to CVPR 2018
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)
- Polarization imaging
- Reflectance capture
- Normal estimation
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
- Deep learning
- Super resolution
- Stereo imaging
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] [Talk slide] [ACM DL] [Video] [Press1], [Press2], [Press3], [Press4]
- Hyperspectral imaging
- Convex optimization
Reconstructing Interlaced High-Dynamic-Range Video using Joint Learning
Inchang Choi, Seung-Hwan Baek, Min H. Kim.
Transactions on Image Processing (TIP), 2017
- HDR imaging
- Sparse coding
- Interlaced imaging
Urban Image Stitching using Planar Perspective Guidance
Joo Ho Lee, Seung-Hwan Baek, Min H. Kim.
British Machine Vision Conference (BMVC 2017)
- Image stitching
- Plane detection
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] [Talk slide] [ACM DL] [Video] [Press]
Award: 2016 KAIST's Top 10 Research Accomplishments
- Depth imaging
- Birefringence
- Polarization
- Multi-view stereo
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
- Depth imaging
- MEMS
- Multi-view stereo
- Endoscope imaging
Multiview Image Completion with Space Structure Propagation
Seung-Hwan Baek, Inchang Choi, Min H. Kim.
Computer Vision and Pattern Recognition (CVPR) 2016
- Image inpainting
- Structure from motion
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]
- Depth imaging
- Multi-view stereo
- Refractive stereo
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]
- Depth imaging
- MEMS
- Multi-view stereo
- Endoscope imaging
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] [Talk slide] [Elsevier DL]
Awards: best application paper award, best demo award
- Depth imaging
- Multi-view stereo
- Refractive stereo