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Open Access
Peer-reviewed
Research Article
MSRRT-DETR: A high-precision apple detection method with strong cross-domain generalization capability in complex orchard scenes
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Xinyu Zhang,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft
Affiliations College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China, Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China
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Sawut Mamat ,
Roles Conceptualization, Methodology, Writing – review & editing
* E-mail: korxat@xju.edu.cn (SM); 15313256806@163.com (XHL)
Affiliations College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi, China, Xinjiang Key Laboratory ossssf Oasis Ecology, Xinjiang University, Urumqi, China
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Xiaohuang Liu ,
Roles Conceptualization, Funding acquisition, Project administration, Resources, Writing – review & editing
* E-mail: korxat@xju.edu.cn (SM); 15313256806@163.com (XHL)
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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Jiufen Liu,
Roles Formal analysis, Writing – review & editing
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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Run Liu,
Roles Data curation, Formal analysis
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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Guangjie Wu,
Roles Data curation, Methodology, Software, Supervision, Visualization, Writing – review & editing
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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Ping Zhu,
Roles Data curation, Investigation
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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Hongyu Li,
Roles Data curation, Formal analysis, Validation
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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Min Ma,
Roles Data curation, Formal analysis
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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Xiaotong Liu
Roles Data curation, Validation
Affiliations Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, Beijing, China, Xinjiang Altay Natural Resources Element Field Observation Research Station, Altay, China
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MSRRT-DETR: A high-precision apple detection method with strong cross-domain generalization capability in complex orchard scenes
- Xinyu Zhang,
- Sawut Mamat,
- Xiaohuang Liu,
- Jiufen Liu,
- Run Liu,
- Guangjie Wu,
- Ping Zhu,
- Hongyu Li,
- Min Ma,
- Xiaotong Liu
- Published: March 13, 2026
- https://doi.org/10.1371/journal.pone.0342854