EDUCATION

• 2019. 02 - 2024.08. : M.S. & Ph.D. student in School of Integrated Technology, GIST

• 2018. 02 - 2019.02.: M.S. & Ph.D. student in School of Environmental Science and Engineering, GIST

• 2014. 03 - 2018. 02.: B.S in Department of Environmental Science and Engineering, GIST

WORK EXPERIENCE

• 2024.10. - present.: Hyundai Motor Company, Hyundai Motors, HMC 

• 2017. 06. - 2017. 09.: Intern at Purify Technology Company

• 2015. 11. - 2018. 02.: Intern at Environmental System and Engineering Laboratory 

AWARDS

• 정보과학회, 우수 논문상, 2019

• Participation Award in EDISON SW Utilization Contest, KISTI Super Computing Center, 2018

• The Prize (10,000$) in Youth Backpacker Planning Contest, JEJU Provincial Government, 2017

• Participation Award in Academy Water Prize, Ministry of Environment, 2015

JOURNALS

International

• Shin, S., Lee, Y., Kim, S., Choi, S., Kim, J., & Lee, K. Rapid and Non-Destructive Spectroscopic Method for Classifying Beef Freshness using a Deep Spectral Network Fused with Myoglobin Information. Food Chemistry. 2021; 129329. https://doi.org/10.1016/j.foodchem.2021.129329 (* Equal Contribution)

• Shin, S., Kim, J., Yu, Y., Lee, S., Lee, K.. Self-Supervised Transfer Learning from Natural Images for Sound Classification. Applied Sciences. 2021; 11(7):3043. https://doi.org/10.3390/app11073043

• Back, S., Lee, S., Shin, S., Yu, Y., Yuk, T., Jong, S., Ryu, S., & Lee, K. Robust Skin Disease Classification by Distilling Deep Neural Network Ensemble for the Mobile Diagnosis of Herpes Zoster. IEEE Access. 2021; https://doi.org/10.1109/ACCESS.2021.3054403 (* Equal Contribution)

Domestic

• Shin, S., Lee, J., Lee, K., Choi, S., Lee, K. Low-Resolution Image Classification Using Knowledge Distillation From High-Resolution Image Via Self-Attention Map. J KIISE. 47(11):1027-1031. doi:10.5626/JOK.2020.47.11.1027 (KCI 등재지)

• 백승혁, 신성호, 강래영, 이성주, 이주순, 육태경, 전창현, 김종원, 유연국, 박성호, 윤준호, 이준석, 이규빈, "물품조립 AI – 조립설명서 기반 로봇의 작업계획 생성 시스템", Korea Robotics Society Review, vol. 18, no. 1, pp. 3-15, 2021.

CONFERENCE

• Noh S, Back S, Kang R, Shin S, Lee K. Automatic Detection and Identification of Fasteners with Simple Visual Calibration using Synthetic Data. In: IEEE International Conference on Emerging Technologies and Factory Automation, ETFA. Vol 2020-September. Institute of Electrical and Electronics Engineers Inc.; 2020:38-44. doi:10.1109/ETFA46521.2020.9212155

PATENT

• 육류 신선도 측정 시스템 및 이를 이용한 육류 신선도 (국내 출원 번호 : 2020-0159352, 국내 출원일 : 2020-11-24)

• 부품조립계획장치 (국내 출원 번호 : 2021-0072886, 국내 출원일 : 2021-06-04)

• 대상 객체의 크기를 식별하는 방법 및 장치 (국내 출원 번호 : 2020-0119669, 국내 출원일 : 2020-09-17)