Zhi-Qiang Li

M2-DINO: Parameter-Efficient and Topology-Oriented Multimodal Fusion for Remote Sensing Image Segmentation

Vision foundation models (VFMs) provide strong transferable visual representations for remote sensing image segmentation. However, adapting these models to multimodal remote sensing data remains challenging because of heterogeneous modality gaps, cross-modal feature imbalance, and the attenuation of fine-grained struct...