Jia-Yin Liu

DE_YOLOV11: A Novel Dual-Path and Efficient Attention Network for Video-SAR Moving Target Detection

CAS-YOLO: A lightweight and efficient object detector for infrared UAV imagery

Experiments show that CAS-YOLO improves detection accuracy within a YOLOv10n-based lightweight framework, and this study is strictly limited to civilian applications in public safety, traffic management, and autonomous driving assistance.

Multi-scale global-local collaborative learning for accurate significant object detection

This work proposes MSGAN, a multi-scale global-local collaborative learning framework that integrates multi-scale mixed convolution and adaptive global-local attention to enhance feature representation and advances robust SOD for complex real-world scenarios and provides insights into attention-guided visual perception...