Robust apple leaf disease diagnosis for sustainable horticulture: overcoming background noise with a multilayer transformer-based approach

Shyam Singh Rajput, Ronit Jaiswal, Sajad Un Nabi, Javid Iqbal Mir, Mahendra Kumar Verma, Rajeev Ranjan Kumar

Open source

DOI
10.1038/s41598-026-45817-2
Published
2026-04-05
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-45817-2,
  title = {Robust apple leaf disease diagnosis for sustainable horticulture: overcoming background noise with a multilayer transformer-based approach},
  author = {Shyam Singh Rajput and Ronit Jaiswal and Sajad Un Nabi and Javid Iqbal Mir and Mahendra Kumar Verma and Rajeev Ranjan Kumar},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-45817-2},
  url = {https://doi.org/10.1038/s41598-026-45817-2}
}

RIS

TY  - JOUR
TI  - Robust apple leaf disease diagnosis for sustainable horticulture: overcoming background noise with a multilayer transformer-based approach
AU  - Shyam Singh Rajput
AU  - Ronit Jaiswal
AU  - Sajad Un Nabi
AU  - Javid Iqbal Mir
AU  - Mahendra Kumar Verma
AU  - Rajeev Ranjan Kumar
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-45817-2
UR  - https://doi.org/10.1038/s41598-026-45817-2
ER  - 

APA

Rajput, S. S., Jaiswal, R., Nabi, S. U., Mir, J. I., Verma, M. K., & Kumar, R. R. (2026). Robust apple leaf disease diagnosis for sustainable horticulture: overcoming background noise with a multilayer transformer-based approach. Scientific Reports. https://doi.org/10.1038/s41598-026-45817-2

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