Curriculum Vitae

Personal Information

Research Interests

Image processing based on PDEs and variational methods, and supervised machine learning.

• Image segmentation, registration, denoising and inpainting.
• Supervised learning, data augmentation using model based methods.

Publications

Published Paper

1. S. Jeon, S. Kim, and C.-O. Lee, Shape prior metal artefact reduction algorithm for industrial 3D cone beam CT, Nondestructive Testing and Evaluation, 36 (2021), pp. 176–194.

Submitted Paper

1. S. Kim, and C.-O. Lee, Individual Tooth Segmentation in Human Teeth Images Using Pseudo Edge-Region Obtained by Deep Neural Networks, ACM Transactions on Graphics, (under review).

Research Talks

1. S. Kim^* and C.-O. Lee, Individual Tooth Segmentation in 2D Human Teeth Image, SIAM Conference on Imaging Sciences (IS22), Online (Mar. 2022) - Oral.

2. S. Kim^* and C.-O. Lee, Individual Tooth Segmentation in Teeth Image by Pre-edge Region Learning, KSIAM, Busan, Korea (Dec. 2021) - Oral.

3. S. Kim and C.-O. Lee^*, Human Teeth Segmentation and Data Annotation for Training Deep Neural Network, SIAM Conference on Imaging Sciences (IS20), Online (Jul. 2020) - Oral.

Patents

1. C.-O. Lee, S. Jeon, and S. Kim, Method and Apparatus for Metal Artifact Reduction in Industrial 3-dimensional Cone Bean Computed Tomography, KR-Registration No. 10-2225043-0000 (2021) & US-Registration No. 11,080,900 (2021).

Awards and Honors

Languages

• Korean: Mothertongue
• English: intermediate

Computer Skills

Python, Matlab, C / C++ (fluent in that order)

Libraries and API: Pytorch, PyQt, Tensorflow

Hobbies

Academic Experience

Teaching Assistant