Change detection is an essential and widely utilized task in remote sensing that aims to
detect and analyze changes occurring in the same geographical area over time, which has …

Given the large volume of remote sensing images collected daily, automatic object detection
and segmentation have been a consistent need in Earth observation (EO). However, objects …

Panoptic segmentation is a recent and powerful task that tackles individual object
recognition (“things”) and multiple backgrounds (“stuff”) simultaneously. Remote sensing …

Vehicle detection in remote sensing images is a crucial aspect of intelligent transportation
systems. It plays an essential role in road planning, congestion control, and road …

Wind energy is one of Brazil's most promising energy sources, and the rapid growth of wind
plants has increased the need for accurate and efficient inspection methods. The current …

The recognition of terrain and outdoor complex environments based on vision sensors is a
key technology in practical robotics applications, and forms the basis of autonomous …

Dense panoptic prediction is a key ingredient in many existing applications such as
autonomous driving, automated warehouses, or remote sensing. Many of these applications …

Remote sensing lightweight foundation models have successfully achieved online
perception, providing real-time intelligent interpretation. However, their capabilities are …

Rapid and reliable gully erosion (GE) extraction from high-resolution remote sensing
(HRRS) images is crucial for the development of land protection measures. For this task …

Flooding, a common natural disaster, causes widespread damage globally. Detecting flood
extents rapidly and accurately using Synthetic Aperture Radar (SAR) images is crucial for …