Leveraging mixed data sources for enhanced road segmentation in synthetic aperture radar images

• Main Authors: Lan, Tian, He, Shuting, Qing, Yuanyuan, Wen, Bihan
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Geographic information; Transportation
• Online Access: https://hdl.handle.net/10356/180516
• Institution: Nanyang Technological University

In this study, we tackle the task of road segmentation from Synthetic Aperture Radar (SAR) imagery, which is vital for remote sensing applications including urban planning and disaster management. Despite its significance, SAR-based road segmentation is hindered by the scarcity of high-resolution, a...