Vision transformer and Mamba-attention fusion for high-precision PCB defect detection

• Asim Niaz,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea

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• Muhammad Umraiz,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea

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• Shafiullah Soomro,

  Roles Writing – review & editing

  Affiliation Department of Computer Science and Media Technology, Linnaeus University, Vaxjo, Sweden

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• Kwang Nam Choi

  Roles Funding acquisition, Resources, Supervision, Writing – original draft

  * E-mail: knchoi@cau.ac.kr

  Affiliation Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea

  https://orcid.org/0000-0002-7420-9216

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