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Aerial Visual Perception in Smart Farming : Field Study of Wheat Yellow Rust Monitoring

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dc.contributor.authorSu, Jinya
dc.contributor.authorYi, Dewei
dc.contributor.authorSu, Baofeng
dc.contributor.authorMi, Zhiwen
dc.contributor.authorLiu, Cunjia
dc.contributor.authorHu, Xiaoping
dc.contributor.authorXu, Xiangming
dc.contributor.authorGuo, Lei
dc.contributor.authorChen, Wen-Hua
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Machine Learningen
dc.date.accessioned2021-03-09T00:14:00Z
dc.date.available2021-03-09T00:14:00Z
dc.date.embargoedUntil2021-03-09
dc.date.issued2021-03
dc.descriptionThis work was supported by Science and Technology Facilities Council (STFC) under Newton fund with Grant No. ST/N006852/1.en
dc.description.statusPeer revieweden
dc.format.extent8
dc.format.extent10574067
dc.identifier160820549
dc.identifier3185d77c-cde6-49b3-b514-2202588df622
dc.identifier85097709443
dc.identifier000597195500068
dc.identifier.citationSu, J, Yi, D, Su, B, Mi, Z, Liu, C, Hu, X, Xu, X, Guo, L & Chen, W-H 2021, 'Aerial Visual Perception in Smart Farming : Field Study of Wheat Yellow Rust Monitoring', IEEE Transactions on Industrial Informatics, vol. 17, no. 3, pp. 2242-2249. https://doi.org/10.1109/TII.2020.2979237en
dc.identifier.doi10.1109/TII.2020.2979237
dc.identifier.iss3en
dc.identifier.issn1551-3203
dc.identifier.otherORCID: /0000-0002-3121-7208/work/87488324
dc.identifier.otherORCID: /0000-0003-1702-9136/work/72175469
dc.identifier.otherORCID: /0000-0002-3121-7208/work/112496149
dc.identifier.otherORCID: /0000-0002-3121-7208/work/87488324
dc.identifier.urihttps://hdl.handle.net/2164/15997
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85097709443&partnerID=8YFLogxKen
dc.identifier.vol17en
dc.language.isoeng
dc.relation.ispartofIEEE Transactions on Industrial Informaticsen
dc.subjectdeep learningen
dc.subjectmultispectral imageen
dc.subjectprecision agricultureen
dc.subjectsemantic segmentationen
dc.subjectU-neten
dc.subjectunmanned aerial vehicle (UAV)en
dc.subjectDeep learningen
dc.subjectU-Neten
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectInformation Systemsen
dc.subjectElectrical and Electronic Engineeringen
dc.subjectControl and Systems Engineeringen
dc.subjectComputer Science Applicationsen
dc.subjectSTFC - Science and Technology Facilities Councilen
dc.subjectST/N006852/1en
dc.subject.lccQA75en
dc.titleAerial Visual Perception in Smart Farming : Field Study of Wheat Yellow Rust Monitoringen
dc.typeJournal articleen

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