Addressing data scarcity and imbalance in vessel detection from UAV-captured images via diffusion-based multimodal synthesis and context-aware compositing

Results validate the effectiveness of the proposed approach in enhancing vessel detection robustness and highlight its potential as a scalable solution for mitigating data limitations in maritime AI applications.