Project Overview

• Period: 2022.03 ~ 2023.08
• Organization: SIA (SI Analytics) & Ministry of National Defense
• Role: Develop AI-based image processing algorithms to expand the usability of SAR imagery
• Team Size: 3

Technical Skills

• Python
• PyTorch
• TensorFlow
• OpenCV

Project Description

• Researched efficient methods to transfer high-frequency details between SAR or EO images
  • Used as input and reference to effectively restore high-resolution details
  • Identified correlations between different image modalities
• Developed algorithms to improve SAR image quality
  • Enhanced usability of SAR imagery unaffected by environmental changes
  • Improved image quality for day/night cycles and cloud cover conditions