Gyuhyun Lee

SAMSUNG CSC

     Ms-PhD. Student
     E-mail: ghlee (at) unist.ac.kr

 

 

 

Research Interests

  • Compurter Graphics
  • Biomedical image processing
  • Deep Learning

Education

  • B.S. in Computer Engineering, Hongik University, Seoul, Korea (2014)

Work Experience

Publications

  • Gyuhyun Lee, Tran Minh Quan, and Won-Ki Jeong, “Dual Dictionary Learning for Cell Segmentation in Microscopy Images” 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI). IEEE, 2016. (Poster Session)
  • 이규현, 트란민콴, 정원기, “명시야 현미경 영상에서의 세포 분할을위한 이중 사전 학습 기법”, 한국컴퓨터그래픽스학회, 컴퓨터그래픽스학회논문지 22(3), 2016.7, 21-29.
  • 이성민, 최민석, 이장호, 이규현, 정원기, and 윤성로, “T-SNE 기반 군집화 분석을 통한 교모세포종 환자의 항암 후보 약물의 반응성 측정,” Korean institute of information scientists and engineers, to appear., 2017.
  • Gyuhyun Lee, Jeong-Woo Oh, Mi-Sun Kang, Nam-Gu Her, Myoung-Hee Kim and Won-Ki Jeong, “DeepHCS: Bright-field to Fluorescence Microscopy Image Conversion using Deep Learning for Label-free High-Content Screening”, 21th International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI), 2018.

Honor / Award

  • Best Paper Award at KCGS Conference 2016 (한국컴퓨터그래픽스학회 학술대회 최우수논문상)