4 papers
Geometric-Topological Perception and Motion Prior for Real-Time Satellite Video Object Tracking
Zixiao Wen, Zhen Yang, Jiawei Li +4
Satellite video object tracking (SVOT) remains fundamentally challenging due to texture scarcity, arbitrary rotation, aspect ratio changes, and severe occlusions. While recent stat…
GeoReason: Aligning Thinking And Answering In Remote Sensing Vision-Language Models Via Logical Consistency Reinforcement Learning
Wenshuai Li, Xiantai Xiang, Zixiao Wen +6
The evolution of Remote Sensing Vision-Language Models(RS-VLMs) emphasizes the importance of transitioning from perception-centric recognition toward high-level deductive reasoning…
DR-DETR: DETR with Dual-Domain Density Refinement for Tiny Object Detection in Aerial Images
Zixiao Wen, Zhen Yang, Xianjie Bao +4
Detecting tiny objects plays a vital role in remote sensing intelligent interpretation, as these objects often carry critical information for downstream applications. However, due…
SLGNet: Synergizing Structural Priors and Language-Guided Modulation for Multimodal Object Detection
Xiantai Xiang, Guangyao Zhou, Zixiao Wen +8
Multimodal object detection leveraging RGB and Infrared (IR) images is pivotal for robust perception in all-weather scenarios. While recent adapter-based approaches efficiently tra…