LS-DSPerceiver: A Dual-Domain Feature Encoding and Scale-Aware Perceiver for Robust Multiscenario Landslide Extraction (opens in new tab)

Landslides, as a typical type of sudden geological hazards, pose serious threats to human lives and infrastructure. Although high-resolution remote sensing imagery provides a solid data foundation for landslide detection, existing methods still face significant challenges in fine-grained extraction across diverse scenarios due to substantial scale variations, complex semantic interference, and ambiguous structural boundaries. To address these challenges, we propose a dual-domain feature encod...