Deep learning-based Synthetic Aperture Radar (SAR) image despeckling

• Main Author: Sato, Shinya
• Other Authors: Teh Kah Chan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167038
• Institution: Nanyang Technological University

This report proposes a method of reducing the inherent speckled nature of synthetic aperture radar (SAR) images by integrating optically guided despeckled images with images despeckled using deep learning-based methods applied through a segmentation map utilizing deep learning-based model designated...