Project Overview

• Period: 2021.07 ~ 2023.08
• Organization: 인공지능(AI) 혁신 허브 사업 (MSIT)
• Role: Development of techniques for calibration and augmentation of space observation big data
• Team Size: 3

Technical Skills

• Python (gdal)
• OpenCV
• PyTorch

Project Description

• Introduced Reference-based Super Resolution (RefSR) into Remote Sensing Tasks
  • Leveraged the advantage of artificial satellites capable of capturing the same location from different perspectives
• Improved the performance of state-of-the-art super-resolution (SR) models
  • Overcame domain gaps through effective feature transfer
  • Implemented correspondence matching between images captured by different satellites (target) and the input (low resolution)