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Xiao-Man Mi

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Open access Sep 2026

MCL-YOLO: A Multi-Module Collaborative Lightweight Object Detection Method for Bridge Crack Detection

A multi-module collaborative lightweight model (MCL-YOLO) based on YOLOv12 is proposed to reduce computational complexity while preserving critical information during feature downsampling to enhance the representation of slender, curved, and branched crack patterns.

Bing-Yu Han, Yang Wu, Wen-Hao Feng et al. · 0 citations

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