Improved YOLOv11based on multi-receptive field feature extraction and lightweight cross attention fusion for strip steel surface defect detection

JIANG Jiarui, FANG Yiming, LIU Le, ZHAO Dongliang

Metallurgical Industry Automation ›› 2026, Vol. 50 ›› Issue (4) : 166-177.

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Metallurgical Industry Automation ›› 2026, Vol. 50 ›› Issue (4) : 166-177. DOI: 10.3969/j.issn.1000-7059.20260161
Exploration and practice of intelligent manufacturing

Improved YOLOv11based on multi-receptive field feature extraction and lightweight cross attention fusion for strip steel surface defect detection

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}, 2026, 50(4): 166-177 https://doi.org/10.3969/j.issn.1000-7059.20260161

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Bimonthly, Started in 1976
CN 11-2067/TF
ISSN 1000-7059
Competent Authority: China lron & Steel Association
Sponsor: Automation Research and Design Institute of Metallurgical Industry Co., Ltd.
CISRI Boyuan Publishing Co.,Ltd.
Editor and Publisher: CISRI Boyuan Publishing Co.,Ltd.
Postal Code: 2-321
Foreign Distributed Code: BM5548
Address: No.76 Xueyuan Nanlu, Beijing 100081, China
Tel: 010-62182720, 62181013
www.yjzdh.com, www.chinamet.cn
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International publication Name Code: YEZIES
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