MHS-VIT: Mamba hybrid self-attention vision transformers for traffic image detection

• Xude Zhang ,

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

  * E-mail: zhangxude@kluniv.edu.cn

  Affiliations Engineering Research Center of Micro-Nano and Intelligent Manufacturing, Ministry of Education, Kaili University, Kaili, Guizhou, China, College of Microelectronics and Artificial Intelligence, Kaili University, Kaili, Guizhou, China

  https://orcid.org/0009-0001-6861-1196

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• Weihua Ou,

  Roles Supervision, Validation, Writing – review & editing

  Affiliation School of Big Data and Computer Science, Guizhou Normal University, Guiyang, Guizhou, China

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• Xiaoping Wu,

  Roles Funding acquisition, Project administration, Supervision

  Affiliation College of Microelectronics and Artificial Intelligence, Kaili University, Kaili, Guizhou, China

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• Changzhen Zhang

  Roles Validation

  Affiliation College of Microelectronics and Artificial Intelligence, Kaili University, Kaili, Guizhou, China

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