Beyond Vision: How Language affects Visual Grounding in UAV Imagery
Key insights are provided for optimizing cross-lingual vision-language alignment of LVLMs and advancing practical multimodal applications in UAV scenarios and differences in language structures: East Asian languages depend on word order for semantic expression, whereas Western languages feature complex lexical morphology, significantly affect attention allocation and VG accuracy.