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Ir-UNet : Irregular Segmentation U-Shape Network for Wheat Yellow Rust Detection by UAV Multispectral Imagery

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dc.contributor.authorZhang, Tianxiang
dc.contributor.authorXu, Zhiyong
dc.contributor.authorSu, Jinya
dc.contributor.authorYang, Zhifang
dc.contributor.authorLiu, Cunjia
dc.contributor.authorChen, Wen-Hua
dc.contributor.authorLi, Jiangyun
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Machine Learningen
dc.date.accessioned2022-04-25T12:08:00Z
dc.date.available2022-04-25T12:08:00Z
dc.date.issued2021-09-28
dc.descriptionFunding: This work was supported by the Fundamental Research Funds for the China Central Universities of USTB (FRF-DF-19-002), Scientific and Technological Innovation Foundation of Shunde Graduate School, USTB: BK20BE014. This work was also partially supported by UK Science and Technology Facilities Council (STFC) under Newton fund with Grant ST/V00137X/1.en
dc.description.statusPeer revieweden
dc.format.extent20
dc.format.extent11187559
dc.identifier215299318
dc.identifier299f3306-9a7a-4e4a-be9f-c55eeb9d4c1d
dc.identifier000707559300001
dc.identifier85116255820
dc.identifier.citationZhang, T, Xu, Z, Su, J, Yang, Z, Liu, C, Chen, W-H & Li, J 2021, 'Ir-UNet : Irregular Segmentation U-Shape Network for Wheat Yellow Rust Detection by UAV Multispectral Imagery', Remote Sensing, vol. 13, no. 19, 3892. https://doi.org/10.3390/rs13193892en
dc.identifier.doi10.3390/rs13193892
dc.identifier.iss19en
dc.identifier.issn2072-4292
dc.identifier.otherORCID: /0000-0002-3121-7208/work/112496167
dc.identifier.urihttps://hdl.handle.net/2164/18480
dc.identifier.vol13en
dc.language.isoeng
dc.relation.ispartofRemote Sensingen
dc.subjectdeep learningen
dc.subjectIr-UNeten
dc.subjectcrop disease detectionen
dc.subjectmultispectral imageryen
dc.subjectunmanned aerial vehicle (UAV)en
dc.subjectLEAF CHLOROPHYLL CONTENTen
dc.subjectVEGETATION INDEXen
dc.subjectCANOPYen
dc.subjectREFLECTANCEen
dc.subjectPARAMETERSen
dc.subjectLOSSESen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subject.lccQA75en
dc.titleIr-UNet : Irregular Segmentation U-Shape Network for Wheat Yellow Rust Detection by UAV Multispectral Imageryen
dc.typeJournal articleen

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