3 papers
cs.CV2025
RS-MoE: A Vision-Language Model with Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering
Hui Lin, Danfeng Hong, Shuhang Ge +4
Remote Sensing Image Captioning (RSIC) presents unique challenges and plays a critical role in applications. Traditional RSIC methods often struggle to produce rich and diverse des…
cs.CV2025
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing
Hui Lin, Nan Li, Pengjuan Yao +5
Remote sensing object detection is particularly challenging due to the high resolution, multi-scale features, and diverse ground object characteristics inherent in satellite and UA…
cs.CV2025
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models
Hui Lin, Chao Zhang, Danfeng Hong +2
Remote sensing data is often distributed across multiple institutions, and due to privacy concerns and data-sharing restrictions, leveraging large-scale datasets in a centralized t…