Transformer with difference convolutional network for lightweight universal boundary detection

• Mingchun Li,

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

  Affiliation College of Information Engineering, Shenyang University, Shenyang, China

  https://orcid.org/0000-0001-7780-3213

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• Yang Liu ,

  Roles Funding acquisition, Resources

  * E-mail: liuyang999@pku.edu.cn

  Affiliation College of Information Engineering, Shenyang University, Shenyang, China

  https://orcid.org/0000-0003-1833-1708

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• Dali Chen,

  Roles Investigation, Software

  Affiliation College of Information Science and Engineering, Northeastern University, Shenyang, China

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• Liangsheng Chen,

  Roles Supervision, Validation

  Affiliation College of Information Engineering, Shenyang University, Shenyang, China

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• Shixin Liu

  Roles Project administration

  Affiliation College of Information Science and Engineering, Northeastern University, Shenyang, China

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