Surface-Framework structure: A neural network structure for weakening gridding effect in PCB mark-point semantic segmentation

Yeshuai Wang; Jianhua Song; Shihui Wang; Yan Zhang; Peng He; Chao Yang

doi:10.1371/journal.pone.0283809

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Open Access

Peer-reviewed

Research Article

Surface-Framework structure: A neural network structure for weakening gridding effect in PCB mark-point semantic segmentation

Yeshuai Wang ,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: wangys@hubu.edu.cn

Affiliation School of Computer Science and Information Engineering, Hubei University, Wuhan, Hubei, China

https://orcid.org/0000-0002-7623-5522

⨯
Jianhua Song,

Roles Formal analysis, Funding acquisition, Supervision, Writing – review & editing

Affiliations School of Cyber Science and Technology, Hubei University, Wuhan, Hubei, China, Engineering and Technical Research Center of Hubei Province in Educational Informatization, Wuhan, Hubei, China, Engineering Research Center of Hubei Province in Intelligent Government Affairs and Application of Artificial Intelligence, Wuhan, Hubei, China
⨯
Shihui Wang,

Roles Data curation, Formal analysis, Funding acquisition, Investigation

Affiliation School of Computer Science and Information Engineering, Hubei University, Wuhan, Hubei, China
⨯
Yan Zhang,

Roles Formal analysis, Funding acquisition, Project administration, Resources, Software, Supervision

Affiliations School of Computer Science and Information Engineering, Hubei University, Wuhan, Hubei, China, Engineering and Technical Research Center of Hubei Province in Software Engineering, Wuhan, Hubei, China, Engineering Research Center of Hubei Province in Intelligent Government Affairs and Application of Artificial Intelligence, Wuhan, Hubei, China
⨯
Peng He,

Roles Data curation, Resources, Validation, Visualization

Affiliations School of Cyber Science and Technology, Hubei University, Wuhan, Hubei, China, Engineering and Technical Research Center of Hubei Province in Educational Informatization, Wuhan, Hubei, China, Engineering Research Center of Hubei Province in Intelligent Government Affairs and Application of Artificial Intelligence, Wuhan, Hubei, China
⨯
Chao Yang

Roles Investigation, Methodology, Project administration

Affiliation School of Computer Science and Information Engineering, Hubei University, Wuhan, Hubei, China
⨯

Surface-Framework structure: A neural network structure for weakening gridding effect in PCB mark-point semantic segmentation

Yeshuai Wang,
Jianhua Song,
Shihui Wang,
Yan Zhang,
Peng He,
Chao Yang

Published: July 10, 2023
https://doi.org/10.1371/journal.pone.0283809

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