Jianwei Hu

CDFI-YOLO: a lightweight non-salient object detector with Tri-Directional Attention and cross-dimensional modeling

This work introduces a Tri-Directional Attention module into the backbone of the YOLOv11 baseline framework, modeling the spatial position information via a three-way attention mechanism to capture richer fine-grained features and devise a Cross-Dimension Feature Interaction module to enhance the recognition accuracy f...