Aug 2026
CDFI-YOLO: a lightweight non-salient object detector with Tri-Directional Attention and cross-dimensional modeling
C. Dong, Jianwei Hu
· Journal of Real-Time Image P... · 0 citations
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Open access
2026
CAM-YOLO: A Framework for Non-Salient Object Detection by Exploiting Contextual Interdependencies
CAM-YOLO, an enhanced architecture based on YOLOv8 that designs a Contextual Association Module (CAM) that explicitly models long-range spatial dependencies, and integrates a Dual-Branch Attention Mechanism to refine the feature processing flow, thereby strengthening the contextual feature representations crucial for detecting non-salient instances.
C. Dong, Y. Ding, J. Hu
· Revista Internacional de Mét... · 0 citations