Research Projects

• Government-Funded Projects as Research Assistant

09.2018 – 12.2018    Deep Learning based Satellite Image Super-Resolution

funded by Institute for Information & Communications Technology Planning & Evaluation 

01.2019 – 12.2020    Deep Learning based Pan Sharpening

funded by Institute for Information & Communications Technology Planning & Evaluation

04.2020 – 09.2023      Deep Learning based SAR Object Detection

funded by Agency for Defense Development(ADD)

01.2021 – 02.2024      Deep Learning based Single Image Colorization

funded by Institute for Information & Communications Technology Planning & Evaluation

01.2021 – 02.2024      GAN-based Fully Automatic SAR-to-EO Translation

funded by Institute for Korea Aerospace Research Institute

01.2022 – 02.2024      GAN-based Fully Automatic SAR-to-EO Translation with Segmentation map

funded by Institute for Korea Aerospace Research Institute

• Research Projects as Staff Researcher

03.2024 – 08.2024      Deep-learning Model Variance Estimation and Reduction

With Samsung Advanced Institute of Technology