Intelligent high-throughput recognition model for bitter gourd fruit morphology and tubercle characteristics

Shuang Liu, Yixin Cai, Haobin Xu, Ying Deng, Xiaohao Zhong, Jun Tian, Fujing Bai, Junyang Lu, Zhiqiang Lin, Fengxiang Zhang, Miaohong Ruan, Honglong Li, Zedong Huang, Chunhui Zhu, Fenglin Zhong

Open source

DOI
10.1038/s41598-025-32542-5
Published
2026-01-13
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-32542-5,
  title = {Intelligent high-throughput recognition model for bitter gourd fruit morphology and tubercle characteristics},
  author = {Shuang Liu and Yixin Cai and Haobin Xu and Ying Deng and Xiaohao Zhong and Jun Tian and Fujing Bai and Junyang Lu and Zhiqiang Lin and Fengxiang Zhang and Miaohong Ruan and Honglong Li and Zedong Huang and Chunhui Zhu and Fenglin Zhong},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-025-32542-5},
  url = {https://doi.org/10.1038/s41598-025-32542-5}
}

RIS

TY  - JOUR
TI  - Intelligent high-throughput recognition model for bitter gourd fruit morphology and tubercle characteristics
AU  - Shuang Liu
AU  - Yixin Cai
AU  - Haobin Xu
AU  - Ying Deng
AU  - Xiaohao Zhong
AU  - Jun Tian
AU  - Fujing Bai
AU  - Junyang Lu
AU  - Zhiqiang Lin
AU  - Fengxiang Zhang
AU  - Miaohong Ruan
AU  - Honglong Li
AU  - Zedong Huang
AU  - Chunhui Zhu
AU  - Fenglin Zhong
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-025-32542-5
UR  - https://doi.org/10.1038/s41598-025-32542-5
ER  - 

APA

Liu, S., Cai, Y., Xu, H., Deng, Y., Zhong, X., Tian, J., Bai, F., Lu, J., Lin, Z., Zhang, F., Ruan, M., Li, H., Huang, Z., Zhu, C., & Zhong, F. (2026). Intelligent high-throughput recognition model for bitter gourd fruit morphology and tubercle characteristics. Scientific Reports. https://doi.org/10.1038/s41598-025-32542-5

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