Xu-Jun Li

MCWS-YOLO: A Steel Surface Defect Detection Method Based on State-Space Modeling

To address the issues of weak global context modeling, insufficient multi-scale feature representation, and poor feature discrimination under complex backgrounds in existing steel surface defect detection methods, we develop MCWS-YOLO, a Mamba-integrated detection algorithm. First, two state-space feature extraction...