no code implementations • 3 Jul 2023 • Ritu Yadav, Andrea Nascetti, Yifang Ban
Accurate estimation of building heights is essential for urban planning, infrastructure management, and environmental analysis.
no code implementations • 15 Jun 2023 • Ritu Yadav, Andrea Nascetti, Yifang Ban
Change detection using earth observation data plays a vital role in quantifying the impact of disasters in affected areas.
no code implementations • 11 Apr 2023 • Sebastian Hafner, Yifang Ban, Andrea Nascetti
In this paper, we investigate the utilization of SAR and optical data for urban mapping.
no code implementations • 7 Dec 2022 • Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban
Our proposed CD model is evaluated on flood detection data.
1 code implementation • 26 Apr 2022 • Sebastian Hafner, Yifang Ban, Andrea Nascetti
Second, SSL was adopted to improve supervised change detection.
no code implementations • 26 Apr 2022 • Ritu Yadav, Andrea Nascetti, Yifang Ban
For the change detection task, we used multi-temporal airborne LiDAR data.
no code implementations • 20 Apr 2022 • Ritu Yadav, Andrea Nascetti, Yifang Ban
The experiments highlight that the combination of bi-temporal SAR data with an effective network architecture achieves more accurate flood detection than uni-temporal methods.