Crossmark

Research on pedestrian and vehicle detection method based on improved YOLOv8 model

Crossref DOI link: https://doi.org/10.1007/s11760-025-04691-7

Published Online: 2025-09-22

Published Print: 2025-11

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ma, Xuefei

Zhou, Min

Zhu, Haifeng

Khan, Rahim

Yang, Zilong

Wu, Yingjian

Qi, Modi
Funding

Funding for this research was provided by:

Fundamental Research Funds for the Central Universities (3072024XX0804, 3072024XX0804, 3072024XX0804, 3072024XX0804, 3072024XX0804, 3072024XX0804, 3072024XX0804)

Nanhai High-level Science and Technology Innovation Guidance Special Program of Nanhai Institute of Harbin Engineering University (NH20240001, NH20240001, NH20240001, NH20240001, NH20240001, NH20240001, NH20240001)

Harbin Manufacturing Science and Technology Innovation Talent Project (2023CXRCCG010, 2023CXRCCG010, 2023CXRCCG010, 2023CXRCCG010, 2023CXRCCG010, 2023CXRCCG010, 2023CXRCCG010)

Special Topic on Laboratory Stable Support for National Defense Basic Research Program (JCKYS2023604SSJS009, JCKYS2023604SSJS009, JCKYS2023604SSJS009, JCKYS2023604SSJS009, JCKYS2023604SSJS009, JCKYS2023604SSJS009, JCKYS2023604SSJS009)

the New Round of "Double First Class" Discipline Collaborative Innovation Achievement Project in Heilongjiang Province (LJGXCG2023-066, LJGXCG2023-066, LJGXCG2023-066, LJGXCG2023-066, LJGXCG2023-066, LJGXCG2023-066, LJGXCG2023-066)

National Key R&D Program of China (2022YFE0136800, 2022YFE0136800, 2022YFE0136800, 2022YFE0136800, 2022YFE0136800, 2022YFE0136800, 2022YFE0136800)
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Text and Data Mining valid from 2025-09-22

Version of Record valid from 2025-09-22
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Article History

Received: 5 June 2025

Revised: 31 July 2025

Accepted: 21 August 2025

First Online: 22 September 2025

Declarations

:

: The authors declare no competing interests.

: The authors declare no competing interests.

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