Guanxun Cui

EES-DETR: A Transformer-Based Detector for Challenging Small Object Scenarios

Small-object detection for unmanned aerial vehicles (UAVs) remains challenging in complex environments due to extremely small targets (often smaller than 10 pixels), frequent occlusions, and background interference. Existing methods struggle to capture fine-grained details of small objects while maintaining a balance b...

MSDA-IRSTD: multi-scale dynamic attention fusion framework for infrared small target detection

Enhancing UAV aerial small object detection through fine-scale bidirectional multi-scale fusion

The proposed AeroFineFusion-Det introduces a fine-scale bidirectional multi-scale fusion strategy to improve information flow across feature levels, together with a dual-attention weighted fusion mechanism that adaptively enhances discriminative representations.