Ph.D.
Postdoctoral Fellow at
Department of Mathematical Sciences, KAIST
Republic of Korea
email: soominjeon_at_kaist.ac.kr
2017. 9 -
Postdoctoral fellow @ KAIST
Natural Science Research Center
sponsored by Global Center for Open Research with Enterprise (GCORE), KAIST
RESEARCH INTERESTS
Medical Imaging and Inverse Problems
- X-ray CT
* I am interested in scattering correction in X-ray CT thesedays. Also, I am working on the project with a company Dukin to improve their CT image quality and to implement new reconstruction method in their industrial CT system.
- Others (e.g. MRI, MREIT, Ultrasound, ... )
Image Science
Numerical Analysis
Computational Mathematics
Industrial Mathematics
EMPLOYMENT
COMPUTER SKILLS
Intermediate Knowledge
- Python, R, Java
Professional Knowledge
- MATLAB, C
EDUCATIONS
2012. 9. - 2017. 8.
KAIST (Ph.D.)
Department of Mathematical Sciences
(Computational Mathematics and Imaging Lab.)
2010. 2. - 2012. 8.
KAIST (M.S.)
Department of Mathematical Sciences
(Computational Mathematics and Imaging Lab.)
2006. 3. - 2010. 2.
KAIST (B.S.)
Department of Mathematical Sciences (Applied Math)
2004. 3. - 2006. 2.
Chung-nam Science High School
ACADEMIC ACTIVITIES
Conference to attend
- KSIAM
- SIAM on Imaging Science
- Fully 3D Conference
- CT Meeting
- iCT (industrial CT)
- A3 Meeting (China-Japan-Korea Joint meeting)
KAIST Special Interest Group on Future Emerging Technology of Medical Imaging
Project with Department of Display of Dukin Corporation (industrial 3D CT)
(On going) KAIST Global Center for Open Research with Enterprise (GCORE)
PUBLICATIONS
1. Optimal quadrature formulas for CT image reconstruction in the Sobolev space of non-periodic functions (preprint)
2. On an optimal quadrature formula for approximation of Fourier integrals in the space L_2^{(1)}(preprint)
3. Shape prior metal artifact reduction algorithm for industrial 3D cone beam CT (preprint)
4.. Fast Accurate Multi-Key Weight Measurement, ANZIAM Journal (2018)
* results of the project "Compac sorting" in MINZ (Mathematics in New Zealand)
5. A CT metal artifact reduction algorithm based on sinogram surgery, Journal of X-ray Science and Technology (2018)
6. CT metal artifact reduction based on sinogram surgery, Ph.D. dissertation, KAIST (Advisor: Chang-Ock, Lee)
7. A study on a scaling algorithm for the reconstructed conductivity in CoReHA and a method for computing the magnetic flux density, M.S. dissertation, KAIST (Advisor: Chang-Ock, Lee)
TEACHING EXPERIENCES (Teaching Assistant)
Sep. 2015-AUG. 2017 MATLAB TA (Head TA), KAIST, Korea
Aug. 2016 Engineering Mathematics, UST, Daejeon, Korea
2015 Spring Differential Equations and Applications, KAIST
Jan. 2013-Jun. 2013 Undergraduate Research Program (image processing), KAIST
2012 Fall & 2011 Spring Introduction to Linear Algebra
Aug. 2012 Science Camp for Students held by Korean Academy of Science and Technology
2012 Spring Numerical Analysis, KAIST
2011 Fall Calculus 1, KAIST
2011 Spring Introduction to Linear Algebra, KAIST
2010 Fall Applied Mathematical Analysis, KAIST
2010 Spring Discrete Mathematics, KAIST