N. Yokoya

UniMamba: A Unified Cross-Modal Mamba Framework for Remote Sensing Semantic Segmentation

Fusing optical imagery with complementary modalities (X-modality), such as light detection and ranging (LiDAR) and synthetic aperture radar (SAR), is essential for robust semantic segmentation in complex environments. Although recent modality-agnostic models improve generalizability beyond fixed-pair methods, they stil...