Common practices and taxonomy in deep multi-view fusion for remote sensing applications
The advances in remote sensing technologies have boosted applications for Earth
observation. These technologies provide multiple observations or views with different levels …
observation. These technologies provide multiple observations or views with different levels …
Burned Area and Burn Severity Mapping With A Transformer-Based Change Detection Model
Y Han, X Liu, Y Tian, Z Dong - IEEE Journal of Selected Topics …, 2024 - ieeexplore.ieee.org
Forest fires are significant disturbances to ecosystems, necessitating accurate mapping of
burned areas and assessment of burn severity. First, we reconstruct a dataset whose label …
burned areas and assessment of burn severity. First, we reconstruct a dataset whose label …
Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift
Satellite imagery plays a crucial role in monitoring changes happening on Earth's surface
and aiding in climate analysis, ecosystem assessment, and disaster response. In this paper …
and aiding in climate analysis, ecosystem assessment, and disaster response. In this paper …
Towards Generalizable Scene Change Detection
Scene Change Detection (SCD) is vital for applications such as visual surveillance and
mobile robotics. However, current SCD methods exhibit a bias to the temporal order of …
mobile robotics. However, current SCD methods exhibit a bias to the temporal order of …